Anomaly detection työt

I am looking for a music reviewer with a real understanding of heavy metal culture and music to write reviews of African releases that I will supply in digital format. These reviews should not be generic. AI-generated content is not allowed and will be verified using anti-AI detection tools.

I need a full-length research paper prepared and shepherded through publication in a Scopus-indexed Q2 journal. The topic is neural-network-based detection of visual defects in woven or knitted textiles, implemented in Python. I am flexible about the framework—TensorFlow, PyTorch, Keras or a comparable library is fine—so long as the final code is reproducible and well-commented. The paper must include a solid literature review, a clearly explained network architecture, an experimental section using a representative dataset of fabric images, and a results discussion that meets the methodological rigour typical of Q2 outlets. I will supply any proprietary images I have; if additional public datasets are needed, please curate them. Deliverables • Draft manuscript f...

I am preparing a full-length research article on automated fabric defect detection in industrial environments, driven by convolutional or hybrid neural networks coded in Python with TensorFlow or PyTorch. The end goal is a manuscript ready for submission to a Q2 Scopus-indexed journal, followed through peer-review until final acceptance. What I need from you • Curate or locate a high-quality, publicly shareable dataset (or assemble one from open sources) that covers common textile defects in varied lighting and weave patterns. • Design, train, and tune an appropriate neural-network architecture; document every experiment so the methodology section is fully reproducible. • Produce clear performance analyses—confusion matrices, precision-recall curves, abla...

...to run ResNet50 and U-Net models. 3. Image processing module to calculate weed density and overlay masks. 4. Flask server to host the live dashboard. 5. Frontend dashboard to display results and auto-update. Update Frequency The system should process and update data every 2 seconds. Expected Outcome A fully working simulation where robots analyze crop images in real time and display disease detection and weed severity on a live monitoring dashboard....

I have a completed legal research paper that currently contains whole sections originally drafted with AI assistance. Those passages read smoothly but they dilute my own voice and may raise originality flags. Your task is to rewrite every AI-wri...meaning. What I expect back: • A revised document in the same format, with the AI phrasing replaced by fresh, original prose that matches academic legal tone. • Zero detectable AI text when run through common checkers such as GPTZero or Turnitin’s AI report. • All citations preserved in their existing Bluebook format. Ideal background: strong legal writing skills, familiarity with AI-detection nuances, and an editor’s eye for consistency. If that sounds like you, let me know your turnaround time an...

...drafts — we review and send them manually We do not want emails sent automatically Each draft must include research notes at the top showing the business details found 5. Follow-up Emails Automatically create follow-up draft emails at day 5, day 10, and day 20 after first contact If the business replies, follow-ups must stop automatically Follow-up templates will be provided by us 6. Reply Detection Monitor Gmail inbox for replies from contacted businesses When a reply is detected, mark that contact as replied and stop all follow-ups Dashboard Requirements A simple web-based control panel accessible in a browser with: Start and pause buttons Toggle to turn each industry category on or off Progress tracker showing which suburbs are done Statistics: total contacts foun...

I am looking for a developer to bui...limiting • distribute requests Supported proxies: • HTTP • HTTPS • authenticated proxies The system should allow proxy rotation every few seconds. 8. Error Handling The system must handle: • expired tokens • API errors • network failures • rate limiting • booking failures It should retry automatically when possible. 9. Logging The system should maintain logs that include: • shift detection timestamps • job ID detection • booking attempts • successful bookings • errors 11. Deployment The system should run on: • local computer • VPS server Other Features Optional but preferred features include: • Telegram notification when a shift is booked • automa...

...property type • number of bedrooms (if available) • listing URL • original publication date The dataset should avoid duplicates and track listings over time. MARKET ANALYSIS FEATURES The system should allow simple market analysis including: • price per square meter (price / m²) • comparison to neighborhood median price • filtering by property type, price range and neighborhood MOTIVATED SELLER DETECTION A key feature of this project is detecting listings that may indicate motivated sellers. The system should track historical data for each listing including: • first date detected • days on market • price changes over time The dataset should allow identification of: • listings with price reductions • listings wit...

...write accordingly. Reviews will be published under the writer’s real name and real bio, so I am looking for someone who is comfortable attaching their identity to their work. Please send your rate per pack of 5 reviews. Each review must be fully human-written and include a score on a 0 to 5 scale, using 0.5-point intervals. AI-generated content is not allowed and will be verified using anti-AI detection tools. Examples of expected review length and writing style: #1: #2: #3: To be considered, you must send at least one link to a previous written music review in the rock or metal genre. I will only consider applicants who provide a relevant

...(Google/LinkedIn), JWT stateless sessions with secure refresh token rotation, and fine-grained RBAC for API access protection. Designed a fully serverless AWS backend leveraging DynamoDB for scalable NoSQL persistence, S3 for file and resume storage, SES for email delivery, SNS for SMS notifications, and SQS/EventBridge for asynchronous workflows with SLA and expiry automation. Integrated AI-powered fraud detection, multi-factor OTP authentication, rate limiting, and company domain validation to ensure high security and anti-abuse protection. Implemented an event-driven architecture with serverless scheduling, queue-based processing, and automatic scaling for high availability and performance. Delivered advanced marketplace features including batch company/candidate listing, re...

...Speech Data Collection Project. Issued by Voxiphy Data & AI Solutions (OPC) Private Limited Voxiphy Data & AI Solutions (OPC) Private Limited invites proposals from qualified freelancers, agencies, and data collection vendors for participation in a multilingual speech data collection project intended to support the development and training of advanced speech recognition and wakeword detection technologies. Project Objective: The purpose of this engagement is to collect highquality audio recordings containing predefined scripted utterances from native speakers across multiple languages and accents. Each contributor shall record 35 short scripted prompts using a mobile device microphone. Total Project Budget: USD $1,984 Recording Requirements • ...

Project Title: Deep Learning Project for Chest X-ray Diagnosis (Edge & Multi-Modal ) Description: I need help implementing a research project on chest X-ray disease detection using deep learning. The project should include: Dataset preprocessing (MIMIC-CXR / CheXpert) CNN baseline model (ResNet) Lightweight model (MobileNetV3 or similar) Multi-modal input (X-ray images + patient metadata) Basic edge optimization (model size, inference speed) Continual / adaptive learning simulation Evaluation metrics (Accuracy, AUC, F1-score, Precision, Recall) Result tables and graphs for research

...“game” element is minimal—think of it as a solo adventure whose entire objective is finding a surface, tapping to spawn the screen, and controlling basic playback (play / pause / restart). Core flow • Plane detection prompts the user to pick a wall. • A single tap places the screen; a second tap starts the video. • Standard transport controls sit beneath the screen; once the video ends, the user can reposition the wall or quit. Technical notes Unity with the Meta Presence Platform or an equivalent native OpenXR approach is fine, as long as passthrough and plane detection remain stable on Quest 2/3. The video file will be supplied as an .mp4; please stream it locally to avoid buffering issues. All assets can be placeholders&mda...

...to run ResNet50 and U-Net models. 3. Image processing module to calculate weed density and overlay masks. 4. Flask server to host the live dashboard. 5. Frontend dashboard to display results and auto-update. Update Frequency The system should process and update data every 2 seconds. Expected Outcome A fully working simulation where robots analyze crop images in real time and display disease detection and weed severity on a live monitoring dashboard....

...experimental analysis • Structuring and editing manuscripts for clarity, scientific rigor, and journal readiness • Ensuring formatting suitable for Scopus-indexed journals ⸻ Target Papers • 2 experimental research papers • Approximately 12–13 pages each • Topics may include machine learning, deep learning, graph learning, or AI-based data analysis • Potential applications include fraud detection, anomaly detection, predictive analytics, financial data analysis, or related domains • Intended submission to Scopus Q2 or Q3 journals ⸻ Requirements • Strong background in machine learning or deep learning • Experience running ML experiments and evaluating models • Prior involvement in academic publications or res...

...syncing • End-to-end automated workflow wired into my current checkout so that a successful bank transfer ends with an in-game delivery confirmation • Clear configuration files, .env keys, and concise setup notes so I can deploy the same logic in staging and production • A short report or screencast proving the flow works (test order paid → diamonds arrive) Acceptance criteria • Payment detection fires within 60 seconds of the transfer appearing in the bank. • 100 % of paid orders are pushed to UniPin without manual intervention. • Failed API calls are retried at least three times and surfaced in a log channel I can review. • No existing Xtora functionality is broken; PHPUnit tests (or similar) continue to pass. Tech focus Lar...

...Website Monitoring & Notification Tool Project Description: I am looking for a developer to build a monitoring tool that checks a specific website periodically for newly posted shift opportunities. The system should detect when new shifts become available and send an instant notification so I can review and apply manually. Key Requirements: - Automated website monitoring at regular intervals - Detection of newly available shifts or updates on the page - Instant notification through Telegram or email when a change is detected - Simple dashboard or interface to start/stop monitoring - Ability to configure filters such as location or shift type (if possible) Technical Preferences (optional): Experience with tools such as web monitoring frameworks, browser automation ...

...the EXIF, identify missing or inconsistent tags, and flag any tell-tale processing signatures. • Visual inconsistencies and artifacts – highlight compression patterns, lighting or shadow mismatches, cloning traces, warped edges, or anything else that betrays manipulation. Annotated visuals (arrows, circles, side-by-side comparisons) will help. • AI-generated content detection – run the file through reliable GAN/AI detection models and detail the probability scores, method used, and your reasoning. Deliverables: 1. A concise written report (PDF or DOCX) summarising your findings, methodology, and conclusions in plain English. 2. Annotated images and/or short video walkthroughs that clearly illustrate the problem areas. 3. All raw tool output...

...PyTorch for model training and inference • YOLO or a similar object detection model for card and chip recognition • NumPy / Pandas for data processing • PySide6 or Tkinter for the desktop interface • Optional solver integration if precomputed strategy outputs are available Development Plan 1. Define requirements and architecture Before implementation, define the exact project goals, constraints, and module boundaries. The developer should specify: • supported input types • poker format(s) • expected accuracy targets • acceptable processing time • target operating system(s) • internal module interfaces The system should be split into the following components: • media input and frame extraction • visual d...

...zoning control, plus leave provision for heat-recovery and BMS integration; I will confirm which of these options will be activated once we review the initial concept. • Deliver a bill of materials and equipment schedules with model numbers and electrical data. • Supply a brief installation guideline so the contractor understands critical VRF requirements (pipe length limits, charging, leak detection). Acceptance criteria 1. Load calcs align with ASHRAE or local equivalent and are submitted in spreadsheet form. 2. Drawings are delivered in DWG and PDF, layered and titled properly. 3. All equipment selections match manufacturer software outputs attached as appendices. 4. The final package is technically complete enough for our city permit desk to approve wit...

...(slots disappear within 1 minute of opening).Core Requirements:Fast slot detection via HTTP polling (sub-second checks, multi-center support, proxy rotation to avoid blocks). Instant slot hold/select — when a slot is detected, the bot must send the hold/select request within 1–3 seconds (critical part, because slots are taken instantly by others). Full flow: login → OTP handling → slot polling → hold on detection → pre-fill form → Turnstile CAPTCHA solve → payment request (UPI QR generation for manual approval). Telegram alerts on slot found / hold success / payment page ready. Long-term support: regular updates when VFS changes endpoints, CAPTCHA, or anti-bot measures. Important Notes:Pure HTTP polling for detection ...

...filtering and forward real support cases to me. The system should run on my Telegram account (not a simple bot). Required Features: 1. Automatically detect incoming DMs and send a welcome message. 2. Keyword detection for common support messages such as: - deposit problem - recharge not showing - withdrawal issue 3. Automatically ask the user for: - recharge screenshot - UTR number - wallet screenshot 4. When a screenshot or UTR is received, automatically forward the case to the admin (me). 5. Add random reply delays (5–20 seconds) to avoid Telegram spam detection. 6. Use message variations so replies are not identical every time. 7. The script should run on a VPS server and include setup instructions. Technical Requirements: - Python - Tel...

I want a piece of wearable tech...originates. If you have experience with SDRs, miniature shielding materials, Faraday fabrics, phased-array or null-steering antennas, please outline how you would bring those tools together in a single wearable. Deliverables • Schematics and BOM for the shielding/detection circuitry • Firmware or software (e.g., GNU Radio, custom mobile app) that drives the spectrum display and alert logic • A working prototype with basic enclosure suitable for field testing • Brief test report showing attenuation levels and detection accuracy in a typical urban RF environment I’m happy to iterate on revisions once a proof-of-concept is demonstrated, but the first milestone is simply getting a wearable prototype that...

...disappear cleanly, the dress colour must be corrected or subtly recoloured when it looks washed out, and the whole frame needs a layer of professional effects that make it worthy of an e-commerce catalogue. Here is the flow I have in mind. • Upload JPEG or PNG → instant background removal (clean white by default, but allow me to swap in themed or seasonal presets later). • Automatic dress detection → colour enhancement or one-click recolour options. • Quality lift: sharpening, noise reduction, gentle skin retouch so the baby still looks natural. • Professional finishing effects: soft shadow or reflection, balanced exposure, and export at multiple resolutions. On top of the stills I’d like a lightweight generator for short promo clip...

...entry should include: circuit number, base URL(s), scraping method (HTML/table/CSV download), and field mappings. Adding or updating a circuit should require only a config change. Per-circuit adapter pattern — Each circuit should have its own scraping strategy/adapter to handle unique layouts. This isolates changes: if Circuit 11 redesigns their site, only that adapter needs updating. Change detection — On each run, compare results to the previous run and produce a diff report (new judges, removed judges, changed fields). Full output CSV is always saved, but the diff highlights what changed. Flexible execution — Support both a full scrape of all 20 circuits and targeted single-circuit runs (e.g., --circuit 17). This allows quick re-runs when a specific circuit f...

...trace of plagiarism. Your task is to keep every idea intact while reshaping sentence structure, elevating vocabulary, and tightening the overall flow and coherence. Please reformat the reference list to the correct citation standard used in QQI assignments and be sure that every in-text citation matches. To be confident in submitting, I’d like you to run the revised draft through reputable AI-detection and plagiarism tools, make any final tweaks needed to achieve a safe, “human” score, and supply the evidence. Deliverables: • Final clean copy ready for submission • Tracked-changes version showing all edits • Brief originality report summarising plagiarism percentage, AI probability, and the tools used I look forward to receiving a refine...

...integrates: Satellite image processing Computer vision object detection Large Language Model (LLM) enrichment Retrieval-Augmented Generation (RAG) The engineering system already exists. Your role is to design and execute rigorous ML experiments and evaluation pipelines to support publication-quality results. Infrastructure and deployment will be handled by a DevOps engineer. System Architecture The pipeline is based on the AWS open-source geospatial processing framework: OSML ModelRunner Reference deployment stack: The system processes large satellite imagery through the following workflow: Satellite imagery tiling YOLO-based object detection Detection clustering and filtering LLM-based semantic enrichment

...Service-Oriented Architecture (SOA) and web-service environments, with a focus on protecting service performance and availability using a QoS-aware intrusion detection framework. The work involves detecting malicious traffic that affects service quality, such as denial-of-service, brute-force, and other intrusion behaviors, using machine learning and flow-based network analysis. And for the freelancer, write this: What I need in the technical person: I need a technical freelancer who has strong knowledge in: • Service-Oriented Architecture (SOA) or web-service systems • Network security and intrusion detection • Machine learning / anomaly detection • Python and scientific implementation • Data preprocessing, feature engineeri...

I am building a green-field fraud-detection platform and need an experienced back-end engineer to own the server-side work for the next three months. The stack is .NET (C#), PostgreSQL, and Redis; a separate team will handle the React front end, so your focus stays firmly on the APIs, data layer, and real-time processing pipeline. What the engagement looks like You will translate our detection logic into clean, well-tested C# services, design the relational schema in PostgreSQL, and use Redis for low-latency caching and message queues. Because the app is completely standalone, there are no third-party or legacy integrations to worry about—every decision you make will directly shape the core product. Key expectations • Produce readable, documented code that pa...

...pings those pages at a reasonable interval, detects the switch in stock status, and immediately triggers a push notification to my smartphone. A lightweight web-scraper with a clear, maintainable rule for that button-text change should be enough. If you prefer to use Python with requests/BeautifulSoup —or Playwright, Puppeteer, or another headless approach—feel free; the key is fast, accurate detection and rock-solid alerts. Please include brief setup instructions so I can run it on my own machine or a small VPS and add or remove SKUs whenever I need. Deliverables 1. Source code with clear comments. 2. Configuration file or simple UI for adding product URLs. 3. Push notification integration (Firebase, Pushover, or similar) tested on smartphone. 4. Quick st...

...organised in the following order: Abstract, Introduction, Literature Review, Main Discussion, Challenges & Future Directions, Conclusion, and References. Key points to cover • A concise explanation of what expert systems are and how they work. • A review of recent studies (2015-2025) focused on their use in business and finance. • Practical applications—risk analysis, credit assessment, fraud detection, and broader decision-support scenarios. • Current challenges plus potential future developments in this field. Research & citations IEEE style is required. I already have a set of specific academic sources; I will attach the PDFs/links once the project starts. Please supplement them, where helpful, to reach a total of 8–10 peer-r...

I need software that detects temperature gradients in stitched, high-resolution images. Requirements: - Analyze thermal images, focusing on temperature gradients. - Generate detailed reports on detected anomalies. - Input format: RJPG. Ideal Skills: - Experience in image processing and thermal analysis. - Proficiency in software development for anomaly detection. - Knowledge of report generation based on image data. Please include relevant experience in your application.

...Controls & basic electricals BMS • BMS architecture & logic • Sensors, actuators, controllers • Basic networking & system integration • Alarm handling & troubleshooting Electrical • Electrical drawings & load calculations • LT panels, MDB / SMDB • Electrical safety, earthing, fault finding • Use of multimeter & testing tools Plumbing • Commercial plumbing systems • Pumps, pipelines, fixtures • Leak detection & preventive maintenance • Water supply & drainage systems Facility Management • MEP coordination • Preventive maintenance planning • Technician supervision • Service quality & safety compliance ________________________________________ Ideal Freelancer Profile &...

...activity, and managing customer relationships and sales data. The system should include a mobile application for employees and a web-based admin panel for management. Core Modules Required 1. Employee Attendance System Features required: Employee Login / Logout Daily Check-in & Check-out GPS Location Tracking during attendance Selfie Photo Capture at check-in Time Tracking Late Entry Detection Leave Request System Attendance History Monthly Attendance Report Admin Approval for Leave Work From Home / Field Visit marking 2. CRM System (Customer Relationship Management) Lead Management Add / Edit / Delete Leads Lead Source Tracking Lead Status Tracking (New, Interested, Follow-up, Converted, Not Interested) Customer Management Customer database Contact detai...

I am commissioning a 60–70 page dissertation on “Detection of deep-fake images and videos (including voice modulation) using AI.” Academic presentation is essential; please apply a formal scholarly layout with in-text citations and a full reference list. I am flexible on the exact style (APA, MLA, Chicago) as long as it is applied consistently and meets university standards. Research approach I only need a thorough, critical literature review—no primary experiments or case studies. The writing should synthesise current peer-reviewed work on computer-vision techniques, GAN identification, forensic audio analysis, multimodal fusion, and emerging AI counter-measures, weaving these strands into a cohesive argument that highlights research gaps and future ...

...must be integrated using: Twilio WhatsApp API Messages must appear in: Odoo Discuss 19. WhatsApp Bot Flow Step 1 — Greeting Welcome to our official support chat. Step 2 — Service Selection Which services are you interested in? 1 Professional services 2 Home care services 3 Both 4 Not sure Step 3 — AI Conversation AI begins conversation after service selection. 20. Returning Client Detection Clients are identified using: phone number WhatsApp ID SMS number Example greeting: Hi John, welcome back. How can we help you today? 21. AI Context Retrieval The AI assistant may query the following Odoo modules: CRM Projects Recruitment Service workflows Message history Contact database However, data access must follow strict security rules. 22....

...longer • Perfect timing should improve shot success • Shot arc should be higher and smoother The ball should: • Fly naturally • Not roll after release • Feel like a real shot animation • Travel to the hoop at a believable speed ⸻ Court / Hoop / Ball Notes Some earlier development notes that matter: • Court proportions should feel correct, not too tall/off-scale • Hoops need proper detection/hit registration • Ball size should be slightly adjusted if needed • Blocking zone/hitbox may need tuning • Using a premade 5v5 court is okay if it works well ⸻ UI / Presentation I want the game to have clean, competitive UI. Update Log When a player first enters the game, I want an update list / patch notes panel to ap...

...recommendations). Admin Panel: Full moderation of users and vacancies, sub-admin management, and detailed CSV-exportable analytics. 3. Key System Features AI Integration: Automated PDF text extraction, structured profile generation, and a 100-point scoring formula (Skills, Experience, Location, etc.). Verification & Security: Anti-scam protection via mandatory TIN/Business license validation and keyword detection. Engagement Tools: Automated daily job digests, smart alerts for matching vacancies, and threaded in-app chat between parties. Monetization: Paid "Featured" and "Boosted" vacancy tiers requiring admin payment approval. 4. Technical Architecture Stack: Python (Aiogram Framework), PostgreSQL Database, and Redis for caching/queuing. Deployme...

...integrates: Satellite image processing Computer vision object detection Large Language Model (LLM) enrichment Retrieval-Augmented Generation (RAG) The engineering system already exists. Your role is to design and execute rigorous ML experiments and evaluation pipelines to support publication-quality results. Infrastructure and deployment will be handled by a DevOps engineer. System Architecture The pipeline is based on the AWS open-source geospatial processing framework: OSML ModelRunner Reference deployment stack: The system processes large satellite imagery through the following workflow: Satellite imagery tiling YOLO-based object detection Detection clustering and filtering LLM-based semantic enrichment

...management and branding. User/Member Portal (user.[company-subdomain].) - Professional social feed, members directory, and events. Tech Stack Frontend: React (Vite), TypeScript, Tailwind CSS, Framer Motion, Lucide Icons. Backend: Node.js, Express, TypeScript. Database: PostgreSQL with Prisma ORM. Auth: JWT-based, handling multiple subdomain contexts. Multitenancy: Hostname-based tenant detection and data isolation. What We Need Done We are looking for a developer to take over feature development and resolve architectural challenges related to multitenancy. Key Responsibilities: Multitenancy Optimization: Refine the subdomain extraction logic to handle production DNS and local development (.localhost) seamlessly. Auth Flow Hardening: Ensure JWT tokens and session data (localStora...

...on the India map visually 2. Main User Flow Step 1 – Website Opening When a user opens the website: 1. A full India map is shown. 2. Major cities are marked and clickable. 3. Each city has a vote result panel connected with a line. Step 2 – Voting Users vote by: 1. Clicking a city area on the map 2. A vote confirmation popup appears 3. After confirmation the vote is stored. Step 3 – Location Detection The website should detect the user’s location using: • Browser Geolocation API • IP based location (backup) This will determine: • Same State Vote • Outside State Vote Example: User Location = Telangana User votes for Hyderabad Result → Same State Vote User Location = Karnataka User votes for Hyderabad Result → Outside State Vote...

...Python (think pandas, NumPy, scikit-learn, TensorFlow or PyTorch) and will have the freedom to introduce the tools you’re most comfortable with, as long as the final stack is reproducible and easy to maintain. Here’s what I need from you: • Prepare and engineer the time-series dataset so that it’s model-ready, documenting every transformation. • Design, train, and iterate on forecasting or anomaly-detection models that outperform a naive baseline. • Hand over clean, well-commented code—preferably in a notebook plus modular scripts—together with a brief report on feature importance and performance metrics (MAE, RMSE, or other relevant scores). • Package the solution for deployment, for example through a RESTful FastAPI ser...

I need a skilled writer who can translate complex, AI-driven breast-cancer detection technology into clear, compelling copy across three fronts—website pages, regular blog posts, and concise marketing collateral. Your words will introduce clinicians and hospital decision-makers to our platform, explain the imaging algorithms behind it, and highlight measurable advantages over traditional screening. The assignment demands: • Proven experience creating SEO-optimised content for healthcare or deep-tech audiences. • Familiarity with medical imaging workflows and the current landscape of AI in diagnosis. • An ability to shift seamlessly between an authoritative, data-backed tone for clinicians and a more accessible voice for broader marketing pieces. Scope of...

...evaluation – goal-setting, 360° feedback, appraisal reporting • Absence management & time-off tracking – requests, approvals, accrual rules • Training & development – course catalogue, enrolment, completion tracking On top of the above, the platform is designed to be AI-driven. I need actionable insights woven directly into each module—think onboarding task recommendations, payroll anomaly detection, or predictive attrition scores. Feel free to suggest the models, APIs, or libraries you’re most comfortable with. Timeline: I need visible progress right away and a release-ready build as soon as possible. You’ll receive Git access, current docs, and a staging environment. The work is considered done when every...

...want running end to end: • Instant answers to our standard FAQs, drawing on an easily editable knowledge base. • Smart, time-based follow-ups and reminders when a customer goes silent. • Automatic payment prompts the moment a user’s free trial ends, including a link and gentle nudges until the transaction is confirmed. You may use Dialogflow, OpenAI, or any comparable engine for intent detection—as long as responses stay under one second and everything is manageable from inside AiSensy. Zapier will handle data hand-offs between WhatsApp, our CRM, and the payment gateway, so set up the required webhooks and map all fields cleanly. Deliverables I expect: 1. A fully documented AiSensy Flow covering FAQ replies, follow-ups, reminders, and post-...

...need each piece rewritten from the ground up so the prose sounds unmistakably human, polished, and ready for a competitive graduate-school application. Scope of work You will keep every essential argument, example, and chronological detail intact while reshaping the text for stronger clarity, flow, and academic sophistication. Please avoid AI tools yourself; I will run both plagiarism and AI-detection checks on the final files. Deliverables • Two fully rewritten SOPs delivered in editable Word or Google Doc format • Language that reads naturally, meets graduate-level standards, and is free of detectable AI patterns • Zero plagiarism—your own words only, properly paraphrased where needed Acceptance criteria The essays must pass a plagiarism scan (...

...Northeast India, all prepared in ArcGIS (Pro or Desktop). I have already gathered multi-temporal satellite imagery and several open GIS databases; you are welcome to supplement them if you feel additional scenes (e.g., Landsat 8, Sentinel-2) or DEMs will sharpen the results. The LULC portion should deliver one classified raster for every calendar year, harmonised to a common legend so change detection is straightforward. Overall classification accuracy should reach at least 85 %, and please include the confusion matrices so I can verify them. For morphology I need twenty parameters. Core layers such as slope, drainage density, TWI, NDVI, HAND, elevation, height above nearest drainage, soil, distance-to-river, distance-to-road and a hydrologically corrected CN grid are non-neg...

...Northeast India, all prepared in ArcGIS (Pro or Desktop). I have already gathered multi-temporal satellite imagery and several open GIS databases; you are welcome to supplement them if you feel additional scenes (e.g., Landsat 8, Sentinel-2) or DEMs will sharpen the results. The LULC portion should deliver one classified raster for every calendar year, harmonised to a common legend so change detection is straightforward. Overall classification accuracy should reach at least 85 %, and please include the confusion matrices so I can verify them. For morphology I need twenty parameters. Core layers such as slope, drainage density, TWI, NDVI, HAND, elevation, height above nearest drainage, soil, distance-to-river, distance-to-road and a hydrologically corrected CN grid are non-neg...

...or PDF batches, parse each record, and then run three consecutive checks: • Claim validation – confirm every field complies with CMS specifications and reject or flag those that break structural or data-type rules. • Billing & coding checks – cross-reference ICD-10, CPT, HCPCS, modifier combinations, and NCCI edits to surface under-coding, over-coding, or incompatible code pairs. • Fraud detection – scan for duplicate billing, impossible service dates, obvious upcoding trends, and statistically abnormal provider patterns. A concise dashboard should display real-time progress, while a detailed report (CSV and PDF export) lists all flagged lines with category, rule breached, and suggested correction. Users must be able to adjust rule thres...

...work • Set up modular n8n workflows that receive webhooks or form inputs, branch logic, call external APIs, and push data back to my app’s database. • Embed Twilio for both voice and SMS so the system can trigger calls, accept inbound calls, and pass live audio streams to the Voice-AI layer. • Build the Voice-AI agent, leveraging OpenAI (Chat Completion / Whisper / TTS) to handle intent detection, real-time responses, and follow-up actions routed back through n8n. • Keep all components containerised or otherwise easy to redeploy so updates won’t break the chain. Acceptance criteria 1. A demo instance showing an end-to-end customer interaction—user rings a Twilio number, the Voice-AI answers, gathers data, and the data lands in my a...