Openai codex työt

...End-of-Interview Report - examples • Overall score based on metrics provided by me (score out of 100) • Employer Trust Score (0–10) • Top improvement priorities Technical Architecture (Avatar-First) Frontend • Web-based (desktop-first) • React / preferred • Webcam (audio required) Backend • Node.js or Python • Session-based interview state management • Secure audio handling AI Stack • LLM: OpenAI / Anthropic • Speech-to-text: Whisper / Deepgram / AssemblyAI • Text-to-speech: ElevenLabs / PlayHT / Azure TTS • Avatar rendering: third-party API or SDK Key Requirement Interview logic, scoring, and feedback must be decoupled from the avatar layer. This allows: • avatar replacement later • text-based fa...

...fraud detection engine • listing risk scoring system • seller trust scoring module • documentation and deployment guide --- Developer Requirements - Strong experience with Node.js / Express - Experience building AI moderation systems - Experience with machine learning or AI APIs - Knowledge of fraud detection for marketplaces - Experience working with MongoDB Preferred experience with: - OpenAI APIs - image recognition systems - marketplace platforms --- Project Timeline Estimated duration: 8–10 weeks --- About Dubdubai is a UAE-based online marketplace designed to provide secure and trusted listings for cars, property, and classifieds. Our goal is to create one of the safest marketplace platforms in the region using AI-powered moderation ...

...stock/price data we supply, and routes complex issues to my team. • An automated lead-generation workflow that captures prospect intent from chat or web forms, scores the lead, and pushes it into our CRM. • A market-analysis module that pulls public steel indices or our proprietary data, then uses GPT to summarise trends and flag anomalies in plain English. Everything must be built on the OpenAI API; Python or Node is fine as long as code is clean and well-documented. If Zapier, Make, or similar no-code connectors speed up integration with email, WhatsApp, or CRM, feel free to propose them. I need a developer who can not only write the code but also craft effective prompts, set up fine-tuning if it proves valuable, and leave me with straightforward instructions f...

...off edge cases cleanly. • Integrate the bot with common email platforms (Gmail, Outlook 365, or similar) via API so deployment is seamless for our clients. • Configure analytics hooks so we can track resolution time, satisfaction scores, and escalation rate. • Document the setup clearly so my in-house team can replicate the process for future clients. Experience with popular LLM providers (OpenAI, Anthropic, Cohere) and workflow tools like Zapier, , or n8n is a big plus. If you’ve previously deployed email-based support bots, show me a quick demo or share metrics that highlight response accuracy and speed. The end deliverable is a fully functional, production-ready email chatbot plus deployment guide. If everything runs smoothly, I’ll have a ste...

...is to turn our R&D prototypes into production-ready systems, then keep scaling them until they can handle real-world, mission-critical workloads. Here’s what the role looks like day to day: • Architect and code large-scale agentic functions, swarms and orchestration layers that can reason, plan and act with minimal human guidance. • Integrate and benchmark state-of-the-art language models (OpenAI, Anthropic, Llama 2/3, etc.) alongside tools like LangChain, CrewAI, Semantic Kernel or your own preferred framework. • Optimise memory, context and tool-calling pipelines; deploy to cloud (AWS/GCP/Azure) with containerisation and CI/CD. • Rapidly iterate—our team works long, focused hours on bleeding-edge ideas, so you’ll ship, measure, ...

...frameworks and online QA metrics. - Ensure HIPAA-aligned data flows: privacy controls, redaction, audit logs, PHI boundaries. Data & Infrastructure - Build vector stores, embeddings, retrieval workflows, and knowledge bases. - Partner with data engineering for eval datasets and rulesets. - Contribute to scalable infrastructure for AI agents and async workflows. Tech Stack - AI Platforms: Azure OpenAI, OpenAI, Anthropic, Bedrock - Frameworks: RAG, agents, orchestration - Backend: .NET, Node.js, Python - Data: SQL Server, Postgres, Redis, vector databases - Observability: Grafana, Loki, Prometheus, OpenTelemetry - Cloud: Azure, AWS, Docker, Kubernetes - AI Dev Tools: Copilot, Claude Code, Cursor, Kiro What You Bring - 5–10+ years building production software ...

...Studio to Copilot and Codex Context (current state) - We already have a working LM Studio integration, including chat and model listing via /v1/models. - The UI is a WPF desktop app (.NET, C#) with a provider dropdown, base URL, model, API key, system prompt, and buttons for "Load models" and "Test connection". - The app uses an ILlmClient interface and ILlmClientFactory in LlmClients.cs. LM Studio implementation is done and should remain unchanged. - The GitHub Copilot and Codex client classes are present but currently stubs or incomplete. Tech stack (short) - C# / .NET (WPF desktop app) - REST API calls via HttpClient - Configuration stored in JSON settings file Goal / priority We want the app to support more than LM Studio. Highest priority is Git...

We're looking for a motivated Junior-Mid Level Software Engineer who's excited about building real products, learning fast, and working with modern GenAI/OpenAI technologies. This role is ideal for someone early in their career who wants to grow into a well‑rounded engineer with strong technical and communication skills. What You’ll Work On - Contribute to the design, development, testing, and deployment of software features across the full SDLC. - Build and maintain services, APIs, and internal tools that support OpenAI‑driven applications. - Collaborate with senior engineers to understand technical constraints. - Participate in code reviews, write clean and maintainable code, and follow engineering best practices. - Document your work clearly and communicat...

I need an end-to-end AI agent that can sit inside my WhatsApp Business account and handle the full sales cycle for bulk Polyethylene (PE). The bot mu...sentiment, and an export to CSV/CRM • Deployment guide plus source code so my team can extend it later Acceptance criteria • 90 %+ correct intent detection across a withheld test set of our chats • At least one fully autonomous closed PE deal in a monitored pilot week • Conversation tone scores ≥ 4/5 in a post-deal buyer survey Tech you might turn to includes Python, Node.js, LangChain, OpenAI or open-source LLMs, vector databases, and the WhatsApp Cloud API—but I’m open to whatever stack you feel gives the most stable, low-latency performance. I’m ready to start as soon as you can ...

I am looking for an expert developer or agency to build a sophisticated Telegram Sales Bot that functions as a global marketplace platf...location (Global shipping from e.g. China). 4. Payments & Checkout: Integration of Telegram Payments API (e.g. Paypal, etc.) to support global credit cards and local payment methods. Automated order confirmation sent to both me and the customer. 5. Tech Stack Preference: Open to suggestions, but leaning towards: Python (python-telegram-bot), Node.js, or high-end No-Code setups (e.g., + OpenAI API + Supabase). The AI should ideally use Cloude or a similar LLM with RAG implementation. Deliverables: Fully functional Telegram Bot & Mini App. Backend dashboard for product and order management. Documentation on how to update the AI's ...

...spreadsheets production tracking spreadsheets production order PDFs design images and CAD files Future phases may use AI tools for document parsing and design search. Technology Stack (Flexible) Developers may propose alternatives, but preferred technologies include: Backend Python (FastAPI) or Node.js Database PostgreSQL / Supabase Frontend React / dashboard AI / Automation (future phases) OpenAI API OCR / document parsing Version control GitHub repository owned by client System should be modular so future developers can extend it. Deliverables & Ownership The client must receive: full source code GitHub repository access database schema documentation deployment instructions system architecture documentation training session for system usage All code developed under this ...

Hello, We are building an AI-powered legal assistant called Jurisplus IA Cameroon, currently hosted on ChatGPT: We would like to integrate this assistant into WhatsApp so users can interact with it directly via WhatsApp Business. Here is what we need clarification on: Can we connect our own OpenAI API key? Can your system handle conversation memory/context? What are your setup costs and monthly fees? What is the per-message pricing for Cameroon-based usage? How long does WhatsApp Business API verification take? Can we scale to 5,000–10,000 active users? What backend hosting requirements are needed? Do you support webhook integrations with a custom backend? Our goal is to replicate the behavior of the GPT

¡Hola! Mi nombre e...estructurados • Un marketplace de abogados Buscamos a alguien que quiera construir desde cero la arquitectura tecnológica del producto. Lo que esperamos que hagas: • Diseñar el MVP • Combinar no-code, low-code, APIs e IA con buen criterio • Pensar en sistemas escalables, no solo en funcionalidades • Construir la arquitectura usando herramientas como: Bubble / Webflow / Supabase / Replit / Cursor / OpenAI / Anthropic / Stripe / Make (o similares) Importante: haber diseñado, construido y lanzado al menos un producto digital usado por usuarios reales. Más que un stack específico, buscamos criterio técnico para elegir herramientas según arquitectura, velocidad de ejecución y ...

Project Title: AI-Powered Lead Matching System (RAG + OpenAI + Fullstack) Project Description: I am looking for an experienced Fullstack + AI Engineer to build a production-ready AI-powered lead matching system. Project Overview: The system should intelligently match business leads using semantic search and LLM-based reasoning instead of traditional keyword matching. Core Requirements: Build a RAG (Retrieval-Augmented Generation) pipeline Generate embeddings using OpenAI API Store vectors using pgvector or Pinecone Implement semantic similarity search Develop REST APIs using FastAPI or Node.js Create a modern frontend dashboard (React / ) Deploy on AWS (ECS, Lambda, or EC2) Features: Business profile ingestion Data embedding pipeline Vector search functionalit...

...work in Python with Django or in a Node.js stack—whichever you can move fastest and most confidently with. The service layer must expose clean REST or GraphQL endpoints, be fully documented, and include automated tests. AI / NLP Layer The app relies on advanced language processing for classification and summarisation tasks. I’m open to integrating HuggingFace models, Google Cloud NLP, or the OpenAI API; we can choose together based on speed, cost, and accuracy. Mobile Frontend A cross-platform experience is essential. If you prefer React Native, great; if Flutter is your strength, that’s equally fine. The UI designs (Figma) are ready to hand over. Data & Hosting Use either Firebase for its realtime features or PostgreSQL if you favour relational dat...

...see, hear and speak to the user. Using my own OpenAI key (or, if you prefer, a Gemini or Claude endpoint), I want you to wire conversational logic with the device camera so the assistant can recognise whatever the lens captures—faces, emotions, objects, actions, text, you name it—then hold a natural dialogue about what it sees. The build has to run everywhere: a mobile version for iOS & Android, a web app that works in the browser, and a desktop release for Windows and macOS. Users should be able to create an account, log in, and start interacting immediately. Speech-to-text converts their voice to prompts, vision models process the live feed, and text-to-speech delivers the reply in real time. For LLM calls, default to ChatGPT via the OpenAI API, but kee...

Summary I have a custom app built using the tech specs below. The apps function is to: Read emails, extract attachments of the users choice, merge the attachment's data in a prepared JSON format for use on an external chrome extension. The Gmail function has som...function has some bugs and I need an expert to fix the filtering function and then take a look at the remaining code to approve it is ready to launch. Tech Specs: Frontend: 15.3.5, React 18, TypeScript, Tailwind CSS Backend: API routes, Prisma ORM Database: PostgreSQL (Supabase) Auth: Key Features: Gmail integration, PDF processing, document extraction, AI analysis (OpenAI) Architecture: Full-stack monolith with API routes, file uploads, email sync, PDF text extraction, and application tracking system.

He desarrollado una solución tecnológica B2B de alto valor llamada "AutoTicket AI". Es un sistema 100% automatizado (basado en n8n, OpenAI y WhatsApp) diseñado para gestorías, agencias y pymes. El sistema automatiza el peor dolor de cabeza de la contabilidad: pide los tickets de gastos automáticamente a los empleados/clientes por WhatsApp, la IA lee la foto del ticket, extrae los datos (proveedor, importe, fecha) y los concilia en la base de datos de la empresa sin intervención humana. La Realidad (Transparencia Total): A nivel técnico, el software es una maravilla y está 100% operativo. Sin embargo, el producto aún no está validado en el mercado. Empezamos desde cero clientes. Tienes un lienzo en blanc...

Requirement Project: AI Author Lead Qualification System We run a self-publishing company Kavya Publications and generate leads through Facebook Lead Ads. Currently leads go to BeTyphon CRM and human callers contact them. We wan...publishing your book with Kavya Publications. Is your manuscript ready? Press 1 for Yes Press 2 for No Responses should be saved in CRM. 4️⃣ CRM Integration The system should update lead status in BeTyphon CRM. Example fields: AI Qualification Lead Score Chat Responses Call Response 5️⃣ Human Caller Trigger Only Hot Leads should be assigned to human callers. Technology Preference WhatsApp API OpenAI / GPT AI Voice API Webhook Integration Deliverables Complete automation setup CRM integration WhatsApp chatbot flow AI call setup Documentati...

My Node.js / Express site on Hostinger is throwing a 500 error whenever the frontend calls POST /hcgi/api/sessions/generate-session. The most pressing issue is integrating the OpenAI API so the endpoint can actually build text-based learning content on demand. Here’s what I need done: • Analyse the current controller for /generate-session, trace the 500 stack trace, and patch whatever is blocking a successful response. • Wire in an OpenAI completion (or chat) request so each call returns coherent, text-only learning material. • Make sure the frontend form already on the page submits correctly, hits the endpoint, and surfaces the AI-generated lesson back to the user. • Push the working code to my Hostinger VPS, run a live test, and leave the e...

I’m looking for a Microsoft-stack AI engineer who can turn our customer-support scenarios into production-ready Copilot plugins driven by Azure OpenAI, Azure Functions, and an agent-orchestration layer such as Semantic Kernel. The natural-language work will run on Azure OpenAI (GPT-4 or GPT-3.5-Turbo). Business logic and data access belong in Azure Functions that you wire up through both Timer and Service Bus triggers; these functions will surface as OpenAI functions for the agent as well as REST endpoints for the plugin. The workflow itself needs to be orchestrated so the agent can decide which function to call and when—Semantic Kernel planners are preferred, but I’m open to an equivalent framework if you can show parity. Primary use case: live cus...

...to numbers included in an approved Allowlist**. * Conversation logic with simple stages: greeting → short interaction → natural exit. * Basic **admin panel** allowing: * Add/remove allowed contacts * Pause or resume the bot * View conversation logs **Technical Stack (preferred but flexible):** * Backend: **Python (FastAPI / Django)** or **Node.js** * Database: **PostgreSQL** * AI: **OpenAI API** * Hosting: **AWS / Railway / Render / similar** **Deliverables:** * Fully functional system connected to WhatsApp Business API * Clean, maintainable, well-structured code * Deployment to cloud server * Basic admin dashboard * Documentation for maintenance and future scaling **Intellectual Property & Code Ownership:** * The project must be developed as **work-f...

...integrated with our existing WooCommerce, CRM infrastructure and subscription Support. All using Whatsapp as main Seller bot. The system must include: • WhatsApp Cloud API integration • Custom middleware (Node.js or Python preferred) • Subscription validation by WhatsApp phone number • Role-based access control (Farmer, Field Technician, Repair Technician, Full Technician) • AI integration (OpenAI API) • Structured logging and audit trail • Escalation to human support • Clean architecture with separation between commercial and technical domains • Integration with Kommo or other simular. • Integration to Woocomerce • Woocommerce al functions tests: freights, Payment, Invoice, orders, ..... at support subscription The midd...

...questions using that private knowledge base. The assistant must recognise the language of the query and reply in the same tongue; Hindi, Marathi, English and Telugu are the priority. The job covers the full pipeline: ingesting and parsing documents, building a semantic index or vector store, connecting it to a generative model and exposing everything through a simple chat interface. Whichever mix of OpenAI, open-source LLMs, embeddings or retrieval-augmented generation you choose is up to you, as long as the final experience feels as fluid as ChatGPT while keeping my data secure on our own servers. Please send a detailed project proposal describing • how you will extract and normalise content from the various formats • your multilingual strategy (tokenisers, embed...

...Playwright, browser accessibility tree (primary), Claude computer_use API (visual fallback) • Voice: Faster-Whisper (on-device STT), Pipecat, OpenWakeWord • Payments: Stripe • OAuth management: Nango • Deployment: Railway Timeline and Engagement Structure • Duration: 4 weeks (28 calendar days from kick-off) • This is an AI-assisted build. Claude handles architecture guidance; Codex handles code generation. Your role is direction, integration, testing, and deployment — not line-by-line authoring. • Approximate total 120 hours of work for a well qualified developer with 5 plus years of experience having handled multiple projects in the past. • There are four weekly milestone gates with clear exit crite...

Technical Business Analyst — Architecture Control & MarTech Automation (B2B SaaS, ongoing) We are an international B2B procurement SaaS platform (RFx / supplier management), active in the US, Brazil, Indonesia, and India. We are building a multi-channel communication platform on top of Twilio and OpenAI GPT-4o across three phases: • Phase 0 (in progress): transactional email via Twilio SendGrid • Phase 1: multi-channel notifications via Twilio Messages API (WhatsApp, SMS, Email) • Phase 2: AI-powered dialogs via Twilio Conversational Relay + GPT-4o (US pilot) Development is distributed across multiple independent contractors and teams. Each team operates within its own scope and does not have visibility into the full system. The analyst’s role is to ...

...Architecture-level discussions focused on "Support for Mission Critical" scenarios. Context-Aware Evaluation (RAG): The agent must use Retrieval-Augmented Generation (RAG) to pull from specific Microsoft documentation (Azure Architecture Center, CAF, and WAF) to verify if my answers align with official Microsoft best practices. Voice-to-Voice Interface: Integration with OpenAI Whisper (STT) and ElevenLabs or OpenAI Voice (TTS) to allow real-time spoken mock interviews. Active Coaching & Scoring: The agent must provide a "Scorecard" after each session, grading me on: Technical Accuracy, STAR Method Structure, and Cultural Fit. Long-Term Memory: The agent must store a history of my mistakes and focus future sessions on weak areas (using a Vect...

We are a Sydney based rental vehicle business. We have Typebot integrated with OpenAI. It is set up to respond to our customers via our WhatsApp Business and Facebook Messenger using Chatwoot. We need to have Typebot trained into an AI assistant. Your job is to configure, train, and test the bot so it responds naturally in both Messenger and Instagram DM, keeps the brand voice consistent, and hands off to a human when needed. I will share detailed instruction on our business, common questions and template answers, guidance on when the bot should hand off to a human, access to our Typebot workspace along with brand guidelines, and API keys. I expect you to: • Map out the conversation flow directly inside Typebot, making the most of its GPT-powered blocks and fallback logic...

.../ chat que automatice la gestión de citas y otras tareas con mis clientes. Ya tengo claras las piezas que deseo utilizar y necesito a alguien que pueda ensamblarlas con precisión: • Orquestación en (imprescindible). • Configuración del agente en Vapi. • Integraciones críticas: Google Calendar, WhatsApp Business API y base de datos Airtable o Supabase. • Uso de modelos vía API de OpenAI (GPT-4) y Anthropic, aplicando técnicas de prompting, funciones y RAG cuando convenga. Alcance del trabajo 1. Diseñar el flujo lógico completo del agente, cubriendo prompts, manejo de contexto y llamadas a funciones. 2. Conectar el agente con Google Calendar para gestionar reservas, con mi cuenta de What...

...permission-based access Microsoft 365/google Integration Integration with Microsoft 365/google to support: meeting scheduling calendar synchronisation appointment reminders task scheduling AI Support Features (Optional) The system may include AI support to assist case workers with: drafting case notes summarising case notes identifying incomplete documentation Integration may use tools such as OpenAI APIs or similar services. User Roles and Permissions The system must support multiple access levels including: System Administrator Manager / Supervisor Case Manager External Partner Service Client Portal (limited access) Permissions must control: record viewing editing records document access approvals report access Partner Service Portal Partner organisations should be abl...

...or Google sign-in (your choice) User account + basic settings (reply tone: friendly/professional/formal) 2. Google Business Profile integration OAuth2 connection Let user select GBP location(s) (start with 1 location for MVP) Fetch reviews for that location Detect which reviews already have replies vs not replied Ability to post a reply to a review using Google’s API 3. AI reply generation Use OpenAI (or comparable LLM) to generate replies Reply templates should be short, polite, and match chosen tone Guardrails: never mention “AI”, never argue with customers, handle negative reviews calmly Store generated replies in DB with status: Draft / Approved / Posted 4. Review inbox UI List reviews (filter: needs reply / replied) For each review: show star rating, rev...

...high-end Telegram formatting with custom headers, horizontal dividers (───), and consistent iconography (e.g., for speed, for profit, for simulation). * Interactive Dashboard: Use Inline Keyboards to create a "Dashboard" feel. The bot should edit existing messages to show live progress (e.g., SIMULATING... rightarrow TRADABLE!) rather than spamming new ones. * AI Persona: An integrated LLM (OpenAI/Claude) allows me to chat with the bot. I should be able to type "What's the best liquidity play right now?" and receive a data-backed, beautifully formatted report. 3. The Strategy: On-Chain Liquidity Extraction All earnings come from extracting value directly from the Polymarket Liquidity Pools. The bot identifies mispriced "YES/NO" pairs where...

...high-end Telegram formatting with custom headers, horizontal dividers (───), and consistent iconography (e.g., for speed, for profit, for simulation). * Interactive Dashboard: Use Inline Keyboards to create a "Dashboard" feel. The bot should edit existing messages to show live progress (e.g., SIMULATING... rightarrow TRADABLE!) rather than spamming new ones. * AI Persona: An integrated LLM (OpenAI/Claude) allows me to chat with the bot. I should be able to type "What's the best liquidity play right now?" and receive a data-backed, beautifully formatted report. 3. The Strategy: On-Chain Liquidity Extraction All earnings come from extracting value directly from the Polymarket Liquidity Pools. The bot identifies mispriced "YES/NO" pairs where...

...APIs where allowed, and feeds the results back to the UI in an easy-to-scan list. 5. When the credit is consumed, the user is prompted to buy another before running a new PDF. Tech preferences • I am flexible on stack; React + Node, Vue + FastAPI, or a comparable modern SPA/REST combo will work as long as the code is clean and well-documented. • For the AI layer you can call Anthropic’s Claude, OpenAI, or an open-source model—just outline the approach and any token limits. • PDF parsing has to cope with scanned and digital-native files; use pdfminer, PyMuPDF, or a similar dependable library. Deliverables • Source code in a private Git repo • Deployment instructions (Docker or simple cloud setup) • Brief README showing how to a...

...ecosystem. We are attaching two detailed requirement documents. Please review before bidding. Main Skills Required: * Strong Full-Stack Development Experience * Modern Frontend Framework (React / / Vue preferred) * Backend Development (Node.js / NestJS / Laravel / Django or similar) * Database Architecture Design (PostgreSQL / MySQL) * Scalable SaaS Architecture Design * AI Integration (OpenAI or similar LLM APIs) * Resume Parsing / NLP Implementation * Payment Gateway Integration (Stripe, QR payments) * WhatsApp Business API Integration * Email Automation Systems * Admin Dashboard & Role-Based Access Control * Analytics & Reporting Dashboard Development * Experience Building Marketplace or Job Portals (Highly Preferred) * Cloud Deployment (AWS / GCP / DigitalOcean or...

...authentication (student accounts) Student profile intake form Scholarship and university database AI-powered matching and recommendation engine Conversational AI chat interface Dashboard showing: Recommended universities Recommended scholarships Estimated cost breakdown Action steps timeline Technical Overview (MVP) Frontend: (React-based web app) Backend: API routes for AI processing OpenAI API integration for: Profile analysis Recommendation explanation Conversational guidance Database: Structured database of universities and scholarships Student profile storage Hosting: Vercel or similar cloud platform...

...growing, expensive problem: AI subscription overload. Millions of users are paying $60–100/month across multiple AI subscriptions — ChatGPT Plus ($20), Claude Pro ($20), Gemini Advanced ($20), Perplexity ($20), Copilot ($10) — and most are dramatically overpaying. The underlying API cost of the same conversations is typically $3–8/month. Cost Route 360 lets users: • Connect their own API keys (OpenAI, Anthropic, Google, Ollama) — no middleman, no markup, keys encrypted client-side • Use a Smart Router that analyzes complexity in real time and routes to the cheapest capable model automatically • Track every penny with a real-time cost dashboard and savings calculator • Run local models via Ollama for zero-cost, fully private AI...

...enough for a smooth conversation. Key Requirements • Works inside a CRM (category: CRM (Customer Relationship Management)). • Secure authentication so only logged-in users invoke commands. • Clean, well-documented JavaScript/TypeScript code that plugs into the existing frontend framework (React). • Server-side components (e.g., Node.js, Python) set up to call chosen STT, LLM, and TTS services—OpenAI Whisper / GPT / ElevenLabs or similarly accurate alternatives. • Intent-to-action routing table that is easy for me to extend. • Graceful fallbacks when audio permission is denied or the model cannot interpret a request. Deliverables 1. Frontend module for microphone capture, streaming STT, and playback. 2. Backend endpoints and middle...

Infinity is the name I have reserved for an AI-driven web platform that functions ...level • Admin panel for moderating users, storage quotas and analytics • Deployment documentation and a short video walkthrough so I can demo the platform to stakeholders I have no hard preference on stack, but I do want modern, well-supported tools—TypeScript, Python, React, FastAPI, Node or similar make sense as long as we keep maintenance simple. For AI, transformer models served through OpenAI, Hugging Face or a self-hosted vector database are all acceptable; propose what you feel balances cost, speed and accuracy. Show me examples of previous AI-powered educational or knowledge-management products you have built, outline your timeline, and tell me how you would break the w...

We are building...Python/Django B2B SaaS. Phase 0 is tightly scoped: one internal business trigger, one channel — transactional email via Twilio SendGrid — plugged into our existing outbox infrastructure. This is explicitly a Twilio ecosystem engagement. The ChannelAdapter interface you build now must accommodate Twilio Messages API (WhatsApp/SMS) in Phase 1 and Twilio Conversations API + Conversational Relay with OpenAI GPT-4o in Phase 2 — without touching the core. Twilio-specific knowledge matters here: understanding how SendGrid sits within the Twilio product family, how dynamic_template_data maps to Handlebars variables inside Twilio SendGrid Dynamic Templates, and how the SendGrid Event Webhook signature validation works (X-Twilio-Email-Event-Webhook-Signatur...

...send quote Remind reps of overdue tasks like contract that hasn’t been sign. If you can also let it compile quick performance or pipeline reports from the data that’s already in Perfex, that would be a plus. Perfex is built on CodeIgniter/PHP, so the solution has to slot in cleanly as a module or controller I can enable from the admin panel without touching core files. I’m fine with you using OpenAI, LangChain or similar libraries as long as keys and model settings are stored securely and can be edited from the settings page. Acceptance criteria 1. One-click installable module with clear setup docs. 2. Admin can toggle each automation (emails, contracts, leads) on or off and edit prompt/templates. 3. Actions triggered by cron or webhooks are logged in ...

Quero colocar em produção um MVP de plataforma de atendimento via WhatsApp que use Z-API para conexão e OpenAI para inteligência conversacional. A ideia é simples: o bot deve responder automaticamente às primeiras mensagens do cliente e, quando necessário, encaminhar a conversa para um atendente humano sem perder o histórico. O que preciso que você implemente: • Integração completa com Z-API para gerir envios, recebimentos e webhooks. • Módulo em OpenAI (chat-completion) capaz de entender FAQ e gerar respostas coerentes em português. • Lógica de triagem que, ao detectar pedidos específicos ou palavras-chave configuráveis, transfira o chat para um pa...

We are building a DTAC‑compliant self‑management and care‑planning web application. No login is required for patients. Features include AI‑powered condition analysis (Azure OpenAI), dropdown condition selection, admin dashboard (with secure staff login), audit logs, data export, and full performance/load testing. You must be UK‑based and able to invoice us as a self‑employed contractor or registered business. You will be working as part of a small team during an intensive 2‑week delivery sprint, alongside a system architect, security engineer, accessibility specialist, and CREST‑approved penetration tester. Deliverables: Responsive web app (React) Backend (Node.js or Python) Azure hosting setup AI prompt → condition mapping Admin dashboard (secure staff login only) Audit...

¡Hola! Busco un perfil puramente comercial, con mentalidad de cazador (Setter + Closer), para vender un sistema de Inteligencia Artificial revolucionario dirigido a empresas de construcción y reformas. ¿Qué estamos vendiendo? He desarrollado un software de automatización (basado en n8n, OpenAI y Airtable) que soluciona el mayor dolor de cabeza de los reformistas: hacer presupuestos. El sistema funciona así: el reformista graba una nota de voz diciendo lo que hay que hacer (ej: "Hay que alicatar un baño de 20m2 y poner suelo"), y nuestra IA lee una base de datos de precios, calcula materiales, horas de mano de obra, suma márgenes de beneficio y mermas, y genera un presupuesto en PDF perfecto y maquetado en segundos. T...

...API, detects new DMs in real time, and replies with natural, custom AI-generated answers—not canned templates. The first language it handles should be English, yet the model must gracefully switch to other languages when a visitor writes in them. Key objectives • Seamless integration with my existing Instagram Business account through Meta’s Graph/Messaging API. • GPT-class language model (OpenAI, Claude, or similar) that crafts context-aware replies while keeping brand tone. • Simple lead-capture routine: after a natural conversation the bot stores prospect data (we’ll finalise which fields) into a Google Sheet or CRM via webhook. • Dashboard or admin panel where I can: – train or tweak system prompts, – view t...

...strict targets. Reliability & quality: Improve error handling, observability (logging/metrics), and tracing. Write clean, well-structured, and testable Python code. Must‑Have Skills Async I/O and concurrency: Comfortable designing and debugging async workflows. Hands‑on AI integration experience with at least one of: Whisper STT or other speech‑to‑text engines. LLaMA/transformer‑based LLMs or OpenAI‑style APIs. TTS systems such as Coqui, Kokoro, or Piper. Realtime systems: WebSockets, WebRTC, or other low‑latency streaming architectures. Nice to Have GPU & deployment experience: CUDA, GPU environments, and performance tuning (CPU vs GPU). Docker, nginx, PM2, and production deployment pipelines. Background processing: Job queues/workers for heavy audio/video proc...

...Case 7: Video Avatar Conversational AI A friendly, on-screen, interactive virtual character that interacts with users in real time. It must utilize Speech-to-Text (STT) to understand spoken queries and Text-to-Speech (TTS) alongside realistic facial and hand gestures to deliver spoken answers. Technical Requirements & Expected Skills AI/LLM Frameworks: Strong expertise in Large Language Models (OpenAI, Anthropic, or open-source), LangChain, LlamaIndex, and prompt engineering. Vision & OCR: Experience integrating OCR (Optical Character Recognition) APIs (e.g., Google Cloud Platform (GCP) or Microsoft Azure AI-powered OCR ) for automated document data extraction. Conversational Avatars: Familiarity with generating real-time interactive video avatars (e.g., HeyGen, Synthesia...

...and Android app stores. What already exists: - A fully functional web prototype built on React + Tailwind + tRPC + Express + MySQL - Every screen, user flow, and complete backend API are already working - The web app serves as the exact design spec and functional reference Backend is deployed and production-ready handling: - User authentication (OAuth) - AI voice generation (OpenAI GPT) - Text-to-speech voice (OpenAI TTS) - Voice transcription (Whisper API) - Stripe subscriptions - History (MySQL database) - Friend challenge and social sharing What we need: - Rebuild the frontend only in React Native (Expo) - All screens already designed and working in web prototype Key technical requirements: - Expo (managed or bare workflow) - React Navigation for routing - Audio pla...

...pro bono/NGO invite codes). 2. Interactive questionnaire that adapts to the user’s answers. 3. Real-time preview with highlighting of each inserted authority. 4. One-click export to Word and PDF, plus jurisdiction-specific e-filing guidance. Tech expectations I’m open, but a typical stack might blend a React or Vue front-end with Python (FastAPI or Django) on the back-end, using an LLM (OpenAI, Claude, or an in-house model) wired to a retrieval layer (e.g., Elasticsearch + case-law corpus) via LangChain-style RAG pipelines. Containerised deployment to AWS or GCP, CI/CD on GitHub Actions, and unit/functional test coverage are important. Deliverables • Fully functional web app deployed to a cloud account I control • Source code repository with RE...

...deployed. A Webflow marketing site has also been built. The next stage is to properly integrate the two, refine the architecture, and continue evolving the product into a scalable SaaS platform. I’m looking for someone who can think beyond implementation and help shape a production-ready system. ⸻ Current Architecture Application Layer • 15 (App Router) • React 19 • Hosted on Vercel • OpenAI integration (AI wedding planner) • Clerk authentication • Stripe billing • Supabase / Postgres database Features Already Built • AI wedding planner • Vendor discovery • Messaging & inquiry system • Quote collection & negotiation • Booking confirmation flow • Checklist management • User dash...