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Dataset + python + finance concepts
...functions I expect: • Upload or paste recipient lists (CSV, TXT, or manual entry). • Create, edit, and delete campaigns with a clear “send at” field. • Real-time status dashboard showing queued, sent, failed, and delivered counts. • Simple REST or HTTP API so my existing CRM can trigger sends. • Basic sender ID or shortcode handling in markets that allow it. I’m open on stack—Laravel, Node, Python, or Go are all fine as long as the UI stays clean and performance scales. If you already work with Twilio, Vonage, Plivo, or any SMPP gateway, mention that in your proposal. Voice broadcasting isn’t in scope for this phase, but I’d like the architecture to be modular enough to bolt it on later. Send me a detailed p...
I need a web-based scanner that focuses exclusively on options trading for the Indian market and tracks open intere...panel to build, save, and edit unlimited custom criteria • Deployment on my chosen cloud account with hand-off documentation and basic user guide Acceptance criteria • Data latency under one second from exchange feed to display • All saved scans persist across sessions and trigger alerts reliably • Historical export matches on-screen figures exactly I’m open to your choice of stack—Python/Django, Node.js, React, or anything that keeps the UI snappy and the backend scalable—so long as the final product fulfils the requirements above. Let me know how you’d approach real-time data handling for Indian options and an...
I have a batch of numerical records that capture daily financial transactions. I need ...system. The work is strictly on transactions—no invoices or budget reports are involved. You will review the figures against a reference sheet I’ll supply, spot any mismatched totals, duplicate IDs, or impossible values (such as negative credits), and then return a clean file plus a brief discrepancy log. Excel or Google Sheets will be fine for the task; if you prefer to script quick checks in Python or SQL that’s welcome as long as the final deliverables remain in spreadsheet form. Deliverables • Corrected transaction spreadsheet • Separate log outlining every change or exception found Once both files pass a quick spot-check on my side, the project is compl...
Summary Python Developer – AI Chatbot Improvement & LLM Integration We're looking for an experienced Python Developer with strong expertise in AI, chatbots, and Large Language Models (LLMs) to join us on an ongoing basis, starting with an immediate chatbot improvement project. About the First Project We have an existing chatbot that needs refinement and enhancement. You'll be responsible for analyzing the current implementation, identifying bottlenecks and areas for improvement, and delivering a more robust, accurate, and user-friendly conversational experience. This includes optimizing prompt engineering, improving response quality, refining conversation flows, and ensuring reliable performance. What We're Looking For A developer who brings hand...
I need a production-ready server dedicated to cryptocurrency trading that can seamles...update with sub-second latency. 3. At least one sample strategy runs autonomously, logs its actions, and respects predefined risk limits. 4. User onboarding, authentication, and individual API-key handling work without exposing sensitive data. 5. Setup instructions (Docker compose or similar) let me reproduce the environment on a fresh VPS. Preferred languages or frameworks are flexible—Python, Node.js, or Go are all fine—as long as the code is clean, well-documented, and modular for future expansion. If you have previous experience building crypto trading infrastructure, especially with exchange API rate-limits, WebSocket handling, and order-routing, let’s discuss your ...
...subscription model and multi-tenant architecture so multiple spas can use their own branding. • HIPAA-friendly storage practice for images and reports (no protected health info beyond the photo). • Admin capability to tweak the recommendation rules without redeploying code. • Clean, mobile-first UI; React or Vue on the front end is fine, but I’m open to other modern stacks. • Back-end could be Python (FastAPI, TensorFlow, OpenCV) or another language you prefer as long as the model can run securely on my server or via a trusted API. Deliverables • A fully deployed MVP on my cloud account (AWS or GCP). • Source code in a private repo with build instructions. • Trained/finetuned model or documented API connection. • Brie...
...authentication hashes or validation logs on blockchain (no medical data on-chain). Store medical records exclusively in Microsoft SQL Server. Validate authentication via blockchain before granting access to SQL Server. Log authentication events for traceability. Technical Requirements Blockchain platform (Ethereum or similar test network) Smart contract implementation Backend (Node.js or Python preferred) Microsoft SQL Server integration Clear architecture diagram Documentation explaining authentication flow and integration strategy Deliverables Full source code Functional smart contract SQL Server database schema Architecture diagram Installation guide Technical documentation (I must fully understand the system for academic presentation) Timeline 3–6 wee...
I need a month-by-month (or closest available) visual record of a resid...Acceptance criteria • Roughly 24 files, one per month, or what is reasonably available, covering the identical footprint. • Each file must show the lot clearly enough to observe construction progress (no heavy cloud cover). • Metadata accompanies every image in a simple text or CSV file. If you already have Earthdata login experience, data ordering, and bulk-download scripting skills (e.g., using Python, GDAL, Google Earth Engine), this should be straightforward. Let me know how you plan to tackle cloud-covered months and whether you foresee any gaps in coverage. I added an image of the area, with what I'd like to focus on specifically in the red box. I was unable to decipher the i...
Google Search Trends Analysis (Python) ## Project Overview This project analyzes **Google Search Trends data** using Python to understand how a keyword's popularity changes over time and across regions. The analysis covers **15 countries**, compares **time-wise interest**, and explores **related keywords** to uncover search behavior patterns. ## Objectives * Analyze time-wise search interest of a keyword * Compare keyword popularity across 15 countries * Identify and analyze related search keywords * Visualize trends for better insights ## Tools & Technologies * Python * Pytrends (Google Trends API Wrapper) * Pandas * NumPy * Matplotlib * Seaborn * Jupyter Notebook ## Project Structure ``` ├── google data analysis # Main notebook ├── ...
We need a Python expert to build an end-to-end automated web-scraping and data-processing system for German B2B directories. The goal is to eliminate all manual steps — scraping, cleaning, deduplication, enrichment, and export — within 15 days. You’ll design and implement a high-speed, fault-tolerant pipeline that scrapes ~10 directories, normalizes data (including Umlauts and formatting), removes duplicates, detects updates, and exports clean structured data automatically. ⸻ Core Responsibilities • Develop asynchronous scraping system (Python 3.11+, aiohttp/httpx/Scrapy/Playwright). • Build deduplication & change-detection logic using hash comparison and timestamps. • Design and connect central database (PostgreSQL + SQLite) to stor...
Estoy comenzando la fase 1 del MVP de Real Guardian AI y en esta primera iteración necesito sentar una base sólida que luego podamos escalar sin sobresaltos. La estabilidad del backend es mi prioridad absoluta, por lo que cada decisión de diseño debe favorecer mantenibilidad, seguridad y pruebas limpias. Alcance técnico • Arquitectura de backend inicial (preferentemente en Node.js, Python o Go; soy flexible si justificas otra elección). • Base de datos PostgreSQL con migraciones versionadas. • Repositorio alojado en mi cuenta desde el primer commit; trabajarás mediante pull requests. • Backend mínimo desplegable con rutas de health-check y un “hello world” listo para monitorizar. • ...
I have a large collection of raw text documents and images that I need turned into clear, actionable insights. The job centres on exploratory data analysis rather than predictive modelling: I want to understand patterns, themes and relationships hidden inside both formats. Here is what I expect at the end of the engagement: • A well-commented Python (or R) notebook that walks through preprocessing, cleaning and exploratory techniques applied to the text and image sets. • Concise visual summaries—charts for the text, heat-maps or feature plots for the images—exported in high-resolution formats I can drop straight into presentations. • A short written report (PDF or Markdown) highlighting key findings, unusual correlations and any recommendations that...
...Accompanying visualisations—simple, insightful charts or graphs (box-and-whisker, histogram, or another format you recommend) that make the quartile story obvious at a glance. • A brief explanatory note or slide summarising what the numbers and visuals reveal. I will provide the raw survey data in CSV as soon as we start; please let me know if you’d prefer another format. You are free to use Excel, Python (pandas, matplotlib, seaborn), R, or similar tools—whatever lets you work quickly and produce clean output. Deliverables: the calculation workbook or script, the final visuals in PNG or PDF, and the short written interpretation. If something in the data needs special handling—outliers, missing values—tell me early so we can decide how to tre...
...Siemens NX using Python (NX Open API) and automatically generate 3D models and 2D drawings. Scope of Work 1. Parametric NX Model Develop a fully parametric NX assembly for an EOT crane Geometry driven by expressions such as capacity, span, height of lift, duty class, and deflection Model must regenerate reliably for multiple variants 2. Rule-Based Logic Implement engineering rules using: NX Expressions NX Knowledge / checks 3. Parametric Library Creation (Mandatory) Create a reusable NX library including: Parametric girder sections End carriage modules Common crane sub-assemblies Library requirements: Fully parameter-driven components Standardized naming and expressions Designed for automation and reuse 4. NX Open Automation (Python Only) Use NX Open API with Py...
is moving into its fourth major iteration and I’m ready to turn our vision of a decentralized NVIDIA H100 “super-cluster” into production reality. The system will let independent operators spin up GPU nodes, pool them into a single compute mesh, and have workloads automatically routed to whichever marketplace is paying the best rate at that moment. My current stack direction is Python for the core services and Kubernetes to orchestrate the GPU containers across diverse hosts. You’ll be shaping a high-performance, fault-tolerant backend that can scale from dozens to thousands of nodes without manual babysitting. Phase 1 focuses on three cornerstone capabilities: • Automated workload distribution – smart scheduling that assigns jobs to the right ...
I need a Python-based copy-trading system focused on day trading equities and FnO instruments. My goal is to have one “master” account pushing trades in real time to multiple “slave” accounts, with latency low enough to keep fills within the same candle. Core functions I expect: • Fully automated order replication—entries, partial exits, stop-loss and target modifications. • Instant trade-signal alerts via Telegram or WebSocket so I can monitor activity even when terminals are closed. • Ongoing performance tracking that aggregates P&L by symbol and by account, exports to CSV and displays a quick dashboard in a lightweight web UI. The code should be clean, modular and well-commented so I can extend it later. I already have...
I need a lightweight Python desktop app built with the CustomTkinter framework. The interface will have two clear tabs: Tab 1 – Excel I/O A small form lets me type or select values, then write them straight into a designated workbook and sheet. Reading should be just as simple: when I choose an existing record, the form fields repopulate instantly from the same file. Think pandas or openpyxl behind the scenes, but the user sees only clean entry boxes and a save / load trigger. Tab 2 – Live Bar Chart Using the same workbook, the second tab must render a bar chart that refreshes in real time whenever the underlying Excel data changes. A short polling interval or a file-watcher is fine as long as the graph updates smoothly without freezing the UI. Matplotlib, Plotly, ...
This project is a python scraper that will scrape dynamic changing prices from different websites everyday automatically thru cronjob. A couple of the websites have tokens that have to be initiated that keep changing. All of the sites are getting scraped except for one has a problem. You will fix that. This scraper is also inputting the incorrect price into our database and you will need to fix that as well. Heres how the system works: Prices are scraped from several theme park websites. Then they are ran thru a calculation algorithm to determine what our price should be. All the sites are inputting the correct prices except for universal. You will fix that (Currently its putting the scraped price in our database and not the calculated price like it should). All the calculations a...
...and fed into an AI layer that surfaces patterns, segment-level insights, and actionable recommendations. The emphasis is on website interaction data; while purchase history or social media feeds could be interesting later, they are out of scope for this first release. The build needs three tightly integrated pieces: a tracking script that records session events in real time, a scalable backend (Python, Node, or similar) that cleans and aggregates those events, and a lightweight ML pipeline—think TensorFlow, PyTorch, or a comparable framework—to run clustering and predictive models. Results must be displayed on a clean dashboard with filters for date range, traffic source, and device type so non-technical stakeholders can explore the findings. Deliverables • F...
...that can open multiple PowerPoint (.pptx) files and pull out only the slide body content—no titles, no notes. All extracted text should be written to a single plain-text (.txt) file. Within that file I want the text grouped by "Hymn Number" "title" “verse number” "Verse content" etc exactly as specified, so each new verse is clearly delineated before the next block begins. Feel free to use Python (python-pptx, COM automation, or similar) or any other language that gives me a repeatable, one-click workflow on Windows. The tool should: • Accept a folder of presentations or allow drag-and-drop of individual files • Parse every slide, capture the body text in reading order • Write the result to the output fil...
I have a set of finance-related CSV files that need to be explored, cleaned, and summarised. The goal is strictly descriptive analysis—think clear statistics, trends, and visual snapshots—without venturing into predictive modelling or prescriptive optimisation. All raw data will arrive as comma-separated files. You are free to use Python (pandas, NumPy, Matplotlib, Seaborn), R, Excel Power Query, or a comparable toolkit, as long as the workflow is reproducible and well-documented. Deliverables: • A concise cleaning script or notebook that imports each CSV, handles missing or inconsistent entries, and outputs a tidy dataset • A written summary (PDF or Markdown) of key descriptive metrics—averages, distributions, correlations, outliers—tailored to...
...the backend language • Hands-on frontend development with ReactJS and modern TypeScript • Proficient in SQL with any relational database (e.g., PostgreSQL, MySQL, etc.) • Solid understanding of software engineering best practices and testing • Experience building and maintaining scalable full stack applications • Strong communication and team collaboration skills • Expertise with Python and various python packages Preferred Skills • Advanced SQL with PostgreSQL: joins, subqueries, CTEs, and query optimization • Understanding of ETL and Data ingestion • Experience with core AWS services: EC2/ECS, ELB, S3, CloudFront, IAM • Experience in Scala • Familiarity with microservices architecture and distributed syst...
...plain text and CSV export with fields for ID, pre-conditions, steps, expected results, and priority. 4. Traceability matrix: every generated test case links back to specific requirement lines or Jira acceptance criteria. 5. Accuracy benchmark: at least 90 % of the agent’s suggestions should be judged “useful” by two senior QA engineers in a blind review. Tech freedom I am comfortable with Python, TypeScript, or similar stacks, and we already host services on AWS. Feel free to propose the best combo of LLM, vector store, and orchestration (LangChain, LlamaIndex, or your own framework). Deliverables • Source code with clear README and setup scripts • Deployment guide for an AWS container or Lambda • A short demo video walking through...
...network connections who can refer candidates needing interview support. Referral Commission: $30 per successful candidate How it works: • You refer a candidate who needs interview support • Candidate confirms and takes the service • You receive $30 per successful referral • No limit on referrals – unlimited earning potential Technologies Covered: • Software Development: React, Node.js, Java, Python, .NET, Full Stack • Cloud & DevOps: AWS, Azure, GCP, Docker, Kubernetes • Testing: Automation, Selenium, Cypress, Manual Testing • Data Roles: SQL, Data Engineering, Data Analyst, AI • Engineering: Controls Engineering , Automation, Embedded, Electrical • Enterprise Tools: SAP, Salesforce, ServiceNow, Oracle Why partner wi...
...customer support, but it also has to handle FAQs, simple bookings, and any other routine queries that typically swamp a help desk. Integration scope The same bot must plug seamlessly into websites, native mobile apps (iOS and Android), and major social media channels (Facebook/Instagram, WhatsApp, etc.). I’m open to middleware such as Dialogflow CX, Microsoft Bot Framework, or a custom Node/Python stack—whichever you can prove will scale cleanly across all three environments. Key capabilities • Multilingual support: automatic language detection and translation so end-users get replies in their own language without manual routing. • Analytics & reporting: dashboard showing session counts, resolution rates, CSAT, and revenue generated. Data should ...
I’m looking for a senior Odoo developer (Python + XML + JS/OWL), preferably based in Quito, to finalize and integrate a custom production dashboards module in Odoo v16 Enterprise. Goal: Implement 8 dashboards inside Odoo, one per production-process area (operational and management views), including KPI cards, charts (bar/line/donut), tables, and filters — all powered by real data consumed from read-only REST API views. Stack / Data source: OData-style REST endpoints ($filter, $select, $orderby, $top, pagination). Each KPI/chart must be integrated with its corresponding endpoint, with robust handling of auth/token, timeouts, retries, parameter validation, no-data states, and controlled logging. Design/UI: Interfaces are already prepared in Visily → Figma → Od...
Viral Reel Script Writer for Tech Instagram Page We are looking for a performance-driven Reel Script Writer who can write high-retention, viral short-form scripts in Hinglish for tech and career-focused content. This is not basic content writing. We need someone who understands au...and non-IT students trying to enter the tech industry. ⸻ Deliverables • 20 to 30 scripts per month (depending on agreement) • Each script formatted and ready for recording ⸻ To Apply Please send: 1. Three short-form scripts you have written 2. One example of a viral reel or short you worked on 3. A 30-second hook for this topic: “Why most developers don’t get jobs even after learning Python” Start your proposal with the word “Retention” so we know you...
...(fetch / XHR override) Proper handling of dynamic request signing if applicable Goal: To programmatically trigger the same successful API call that the browser makes, while preserving complete browser session authenticity. Deliverables: Fully working implementation Clean and optimized code Explanation of approach used Must be tested and verified against protected endpoint Required Skills: Python Selenium / SeleniumBase Chrome DevTools Protocol (CDP) Browser Network Debugging JavaScript (fetch / XHR handling) Experience with Akamai-protected APIs HTTP Headers & Token Management Web Security & Session Handling...
...letters). • Interview Scheduling: Integration with Google/Outlook calendars and MS Teams for virtual interviews. • Directly share CVs with clients from portal along with a short written message. • Send bulk emails/ WhatsApp / SMS with help of portal. 4. Technical & Infrastructure Requirements • Frontend: React.js or (Must be highly optimized for mobile/low-bandwidth). • Backend: Node.js or Python. • Database: PostgreSQL or MongoDB. • Security: SSL encryption and Indian data privacy compliance. • Analytics: Dashboard for management to track "Time-to-Hire" and "Cost-per-Hire" across different recruiters. Deliverables: 1. UX/UI Design: Clean, professional, and easy-to-use interface. 2. Functional Portal: Web applicat...
.../ XHR override) Proper handling of dynamic request signing if applicable Goal: To programmatically trigger the same successful API call that the browser makes, while preserving complete browser session authenticity. Deliverables: Fully working implementation Clean and optimized code Explanation of approach used Must be tested and verified against protected endpoint Required Skills: Python Selenium / SeleniumBase Chrome DevTools Protocol (CDP) Browser Network Debugging JavaScript (fetch / XHR handling) Experience with Akamai-protected APIs HTTP Headers & Token Management Web Security & Session Handling...
...remaining content. Database requirements • JSON output only, one record per review • Mandatory fields: hotel_id, reviewer_name, review_date, rating_score, full_review_text Source sites The exact platform will be shared privately after award, so structure the code to accept multiple endpoints with minimal change. Deliverables for each milestone 1. Fully documented scraping/parsing script (Python, Node, or another well-supported language) 2. Corresponding JSON file containing the extracted reviews 3. Brief runbook explaining setup, dependencies, and how to extend to additional platforms Milestone structure – Milestone 1: 10 000 verified reviews delivered in JSON + working script – Milestone 2: indexing of all remaining reviews (ca. one mi...
Saya ingin menyiapkan sistem otomatis untuk membalas chat masuk di WhatsApp agar pertanyaan-pertanyaan umum pelanggan langsung terjawab tanpa harus saya tangani satu...yang saya harapkan: • Bot atau skrip yang terhubung ke akun WhatsApp Business saya dan merespons berdasarkan daftar pertanyaan & jawaban yang bisa saya edit sendiri. • Antarmuka sederhana (bisa berbasis web, Google Sheet, atau file JSON) untuk mengelola konten FAQ. • Panduan instalasi dan konfigurasi step-by-step beserta kebutuhan server, token, atau library yang diperlukan (mis. Node.js, Python, Twilio, atau yang setara). • Sesi uji coba sampai respons bot stabil dan akurat. Harap jelaskan pengalaman Anda membangun otomatisasi serupa di WhatsApp, teknologi yang akan dipakai, serta per...
QuantConnect / LEAN Python Algo Trading Developer (IBKR) We are looking for an experienced algorithmic trading developer to build and optimize trading strategies for US stocks and ETFs using QuantConnect (LEAN) and Interactive Brokers (IBKR API). This is a hands-on development role focused on implementing and deploying systematic trading strategies. Scope of work Develop algorithmic trading strategies in Python (QuantConnect / LEAN) Backtesting and performance optimization Integrate strategies with Interactive Brokers (IBKR) Implement risk management and position sizing logic Work with historical and live market data Deploy and maintain strategies in live trading environment Analyze performance (PnL, Sharpe, drawdown) Requirements Proven experience in algorithmic ...
...what I’m after: once a new Tally response triggers the Zap, an additional step (or steps) should grab the complete HTML of the provided link, break it out in a way GPT can handle its token limits, and then pass the full context into my existing ChatGPT action. The end result is richer, more accurate analysis that I’ll feed straight into our internal reports. Feel free to use Webhooks by Zapier, a Python/JavaScript Code step, or another creative method so long as it runs fully inside Zapier with no manual intervention. I’m happy with whatever approach reliably captures: • Text content • Headers and layout hierarchy • All visual elements (image alt text, button labels, section breaks, etc.) Acceptance Criteria • The test Zap publishe...
I need a small, self-contained Python backend that ingests local MP3 files and automatically extracts musical information. For every track the service must detect • BPM and time signature • Overall tempo as well as integrated loudness (LUFS or a comparable metric) • Phrase boundaries and sections of complete silence Once a file is processed the results have to be written to a single CSV file—one row per track, neatly formatted with column headers for each metric. No database or JSON output is required. A minimal REST or command-line interface that lets me submit a path to an MP3 and returns the processing status is enough; the core value is the signal-processing code itself. Please rely on well-known Python libraries such as librosa, Essentia, ...
...instantly, citing sources • provide actionable recommendations where appropriate • deliver concise summaries of lengthy texts on request I expect a smooth user experience inside Telegram: natural conversation, inline replies, and threaded follow-ups. Technically, you are free to use OpenAI, Claude, or another LLM, so long as retrieval-augmented generation keeps answers grounded in my data. Python or Node.js, LangChain, and a vector store such as Pinecone or Weaviate all fit well here, but I am open to equivalent stacks. Deliverables 1. Fully functional Telegram bot deployed to my server 2. Ingestion pipeline with clear instructions so I can add new documents myself 3. Brief user guide plus setup notes Acceptance is complete when the bot can handle a ten-d...
...for analysis, and deliver clear, data-backed findings that I can act on. Scope • Ingest and clean the loan-transaction dataset (formats are CSV and SQL export). • Apply appropriate statistical or machine-learning techniques to surface patterns, anomalies, trends, and any other insights that add value. • Present the results in a concise written report and a reproducible notebook or script (Python preferred, but I am open to R or other industry-standard tools) so I can rerun the analysis with future data. • Include brief comments or markdown cells explaining each major step, from preprocessing through to interpretation of results. Deliverables 1. Fully commented code/notebook. 2. A short executive summary (PDF or DOCX) highlighting key findings. ...
I have an AI-focused Python script that I can’t get to run on my macOS laptop. The task is straightforward: help me install any required packages, configure paths or environment variables, and make sure the script executes from start to finish without errors. It isn’t tied to a single field like natural language processing or computer vision—I simply need the code operational. You’ll be working directly on my local machine (macOS), so I’ll share the project folder and, if needed, screen-share while you guide me through the setup. Homebrew, pip, virtualenv or conda—whatever you think is most appropriate—I’m open to your recommendations as long as the solution is reproducible. Deliverables: • A clean, documented setup procedure th...
I’ll hand over three raw datasets—sales transactions, customer demographics, and product inventory—spanning several stores. Your task is to stitch them together, clean inconsistencies, and delve into them with Python. Using Pandas, NumPy, and Matplotlib (feel free to add Seaborn or Plotly if that speeds insight), uncover how buying behaviour shifts: • weekday versus weekend • month by month I’m interested in concrete, data-backed stories: which products spike on Saturdays, whether certain customer segments shop more mid-week, seasonal category swings, ticket size trends, and anything else you spot that helps me fine-tune promotions and staffing. Deliverables • A merged, tidy dataset ready for future modelling • A well-commented Ju...
Please do not bid if you don't have prior exper...and complete identity and compliance checks. • Secure at least one SMS-enabled phone number (or short code/alpha sender if that proves better) and link it to a new Messaging Service. • Configure opt-in/opt-out keywords so I stay compliant. • Set up a simple webhook that captures delivery receipts and error callbacks. • Supply two working examples: one cURL command and one short Node.js (or Python) script that shows how I can trigger an alert to a single subscriber. • Hand over a brief, step-by-step handoff document so I can repeat or modify the setup later. Success for me means I can log in, paste the sample code, press enter, and see the SMS land on my own phone—complete with a correct deli...
... • Deliver the harvested content in a clean CSV or Excel file with clear column headings; if you prefer a database export, let me know and we can adjust. • Include the finished script or notebook so I can rerun the extraction later. Accuracy and formatting matter more to me than sheer speed, so please allow time for basic validation before handing over the files. If you normally work with Python (BeautifulSoup, Scrapy, Selenium) or similar tooling, that’s perfect, but I’m open to alternative stacks as long as the output meets the same standard. When you reply, briefly outline: 1. The scraping approach and libraries you’d use 2. Any anti-blocking measures you apply for public sites 3. A realistic timeframe to capture, clean, and hand back the ...
...(Free / Pro / Enterprise, etc.) • Improve feature gating based on user plan • Fix logic issues related to usage limits or access control • Integrate or improve Stripe subscription handling • Ensure correct upgrade / downgrade behavior • Test edge cases (expired plans, canceled plans, failed payments) • Clean up and refactor related backend code if needed Tech Stack (example): • Backend: Node.js / Python • Frontend: React / • Database: PostgreSQL / MongoDB • Payments: Stripe • AI features powered by OpenAI API Requirements: • Strong experience building SaaS membership systems • Experience with Stripe subscriptions and webhooks • Solid backend access-control implementation • Ability to quickly understand ...
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Hi Tobias, ich bin kein IT Spezialist und habe meine Website nach meinen Möglichkeiten aufgebaut und gestaltet. Nun möchte ich eine Funktion einbauen. Der User soll Stichwörter in ein Feld eingeben, welche dann per Knopfdruck mittels KI zu einem Fliesstext geschrieben werden. Angeblich braucht es dort Python und Node Kenntnisse, welche ich nicht habe und somit an meine Grenzen stosse. Website ist Du findest das Formular unter dem Punkt VitaGen/Motivationsschreiben. Bekommen wir das irgendwie hin? Danke für Deine Rückmeldung. Gruss Thomas
...Operations teams to integrate AI-driven features into Gradlynk. -Translate complex data findings into clear recommendations for educators, administrators, and business stakeholders. -Monitor and improve data quality, ensuring accuracy and reliability across systems. Stay updated on emerging AI and data science techniques relevant to education technology. Qualifications: -Strong proficiency in Python, R, and SQL, with experience in machine learning frameworks (TensorFlow, PyTorch, Scikit-learn). -Background in statistical modeling, predictive analytics, and data visualization. -Experience with cloud platforms (AWS, Azure, or GCP) and data pipeline tools. -Ability to communicate technical insights in a clear, business-friendly manner. -Bachelor’s or Master’s degree in...
...guidelines. • Prove the fix: unit tests, regression checks, and a short write-up on how the solution eliminates the crash without side effects. • Submit a pull request (or equivalent) to the upstream repo and hand over a concise report outlining the changes. You’ll be working with standard open-source tooling: Git for version control, typical C/C++ build chains (the project uses CMake), and a small Python harness for automated testing. Familiarity with Valgrind or AddressSanitizer will help speed diagnosis, but you’re free to use the profilers you trust. Deliverables are considered complete once the patch is accepted upstream and all automated tests pass on CI. If anything feels unclear, let’s chat before you dive in—I’d rather confir...
...explanation of how integrity is proven. Acceptance criteria 1. JPEG carrier image quality loss is visually negligible. 2. Embedded image can be fully recovered without errors. 3. Consensus selection completes within the time frame you specify and uses minimal bandwidth. 4. All code runs on a standard laptop without proprietary dependencies. 5. document the result in a report Feel free to use Python, C++, OpenCV, or any other open-source stack you are comfortable with, as long as the final deliverables meet the criteria above and are easy to reproduce....
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