Fraud detection jobs

...personal IDs I now hold verified names, full work-profile data and the complete transaction trail that ran through this platform. I am ready to share that evidence under NDA. Your brief is to turn those raw facts into an airtight fraud dossier that will: • Pinpoint every other profile or alias the same people operate on Freelancer (or elsewhere). • Supply conclusive proof and a clear narrative I can forward to Freelancer Support so their accounts are banned without comeback. • Map each person to the correct jurisdiction, spelling out which police or regulatory body (fraud, AML, cyber-crime units, etc.) should receive the case and what statutes apply. • Provide a step-by-step action plan for contacting listed references, interrogating login metad...

I'm looking for an experienced AI trainer to conduct a course on Computer Vision. The training will be for intermediate learners and will cover the following topics: - Image Classification - Object Detection - Image Segmentation Ideal Skills and Experience: - Proficiency in Computer Vision techniques and tools - Experience in teaching or training, especially at an intermediate level - Strong understanding of Image Classification, Object Detection, and Image Segmentation - Ability to create structured, engaging, and informative training materials - Patience and good communication skills Please provide a portfolio or examples of previous training conducted. Looking forward to your bids!

...dashboard so I can view real-time charity counts, individual orders, and month-to-date totals without opening a browser. Whether you build it with Electron, Qt, or another framework is up to you as long as it installs cleanly on Windows and shows the data in a clear, filterable interface. Core deliverables: • SP-API authentication via LWA/OAuth and role setup • Message parsing, charity code detection, order-matching logic • Database schema and persistence layer • Monthly donation calculation using Reports API pulls • Automated Donation Confirmation reply workflow • Desktop dashboard with live metrics and basic export to CSV Acceptance will be based on: 1. End-to-end test in my live Seller Central account (sandbox first, then productio...

We are seeking an experienced AI/ML Engineer to upgrade an existing AI-powered Fraud Detection System. The role focuses on improving fraud detection accuracy, real-time risk scoring, anomaly detection, and automated investigation. Responsibilities - Audit and upgrade the existing fraud detection architecture. - Improve AI/ML models for fraud detection, risk scoring, and anomaly detection. - Develop AI agents to investigate suspicious transactions and identify fraud patterns. - Integrate transaction, customer, device, behavioral, and external risk data. - Reduce false positives while detecting emerging fraud patterns. - Implement real-time monitoring, alerts, explainable risk scores, and investigation summa...

Project Overview: Seeking an experienced lead gen...verification rules (PAN/Aadhaar identity match with sending bank account; zero third-party transfers). Set up onboarding channels for order intake and trade confirmation. Required Qualifications & Skills: Demonstrated experience in B2B lead generation, fintech client acquisition, or OTC desk business development. Clear understanding of Indian banking compliance, FIU-IND regulatory frameworks, and P2P fraud prevention standards. Strong communication skills and a professional approach to client screening and risk mitigation. Budget & Terms: Model: Fixed milestone rate for validated pipeline setup + performance-based incentive per verified, recurring buyer onboarded. Timeline: 2 to 4 weeks for initial lead pipeline and o...

...into a simple database or spreadsheet) What I need built A complete working solution that connects the Google Calendar to cleaner notifications. I am open to: A fast no-code/low-code approach (Make, n8n, etc.), or A lightweight custom-coded solution (Python, Node.js, Google Apps Script, etc.) Whichever method gets a reliable system live the fastest is preferred. Must-have features Reliable detection of new, changed, and cancelled calendar events Accurate property matching and address lookup Automatic email notifications to cleaners Clean handling of cancellations Simple documentation so I can maintain it afterward Deliverables Fully working system Clear documentation Testing with real calendar events Handover Please include in your proposal: Recommended approach and why Re...

...overall consistency. Approved records are written to a structured database while preserving the original file and a complete audit trail of every edit or status change. Core deliverables • Web interface (desktop & mobile) for upload, review and approval • Automated image enhancement pipeline (crop, rotate, de-skew, denoise) • Template detection and OCR/ICR for printed + handwritten text • Validation engine with rule builder for totals and duplicate detection • Relational database schema with change history logging • Searchable dashboard and export (CSV/JSON) of approved results Acceptance criteria 1. A user can upload a mixed batch of images and PDFs and see enhanced previews within 5 seconds each. 2. Extraction accuracy must...

...stays efficient. Age buckets are flexible; interests and geo pins should align with social-media-savvy audiences in every province. Scope of work – Plan and launch full-funnel campaigns (awareness, install, in-app engagement). – Produce or adapt ad creatives that match each platform’s best-practice specs. – Continuously track installs inside Google Play Console and any MMP you prefer; fraud filtering is mandatory. – Optimise daily toward a cost per install that will realistically hit 10,000 users within the agreed timeline. – Supply transparent reports: spend, impressions, CPIs, retention, and province-level breakdowns. Acceptance criteria 1. 10,000 unique installs from Canadian IPs confirmed in the Play Console. 2. At least...

... * Fresh installation from the produced ZIP * Kodi restart after installation * Existing menus and visual theme * Movies and TV Shows browsing * Universal search across integrated content * Movie playback * Episode playback * Automatic source selection and fallback * Live guide population * Live-stream playback from the guide * On-demand subtitle searching and loading * Embedded live-caption detection * Behaviour without OpenSubtitles credentials * Network failure and dead-link handling * Kodi 20 compatibility * Kodi 19 compatibility where available * Android and desktop test environments where available Check Kodi’s debug log for uncaught exceptions, circular imports, missing dependencies and deprecated API usage. If anything cannot be tested, state that clearly rather th...

...requirements and turn them into a practical technical plan. Experience debugging real production issues rather than only completing isolated coding tasks. Ability to explain architectural decisions, trade-offs, and implementation details clearly. Strong written English and professional communication. Strongly Preferred Experience with Databricks, Spark, Airflow, BigQuery, AWS, or GCP. Experience with fraud detection, forecasting, recommendation systems, churn modeling, or other business-critical ML applications. Experience building RAG or LLM systems that are evaluated, monitored, and integrated into production workflows. Experience with regulated, financial, healthcare, or otherwise sensitive data. Experience implementing data privacy, access controls, auditability, or se...

Hello Hari This is a small extension to our previous HC017 project.

App required with Core Features 1 Coaching Directory – Search, compare fees, courses, batches, faculty, reviews and offers. 2 Test Series + AI Analysis – Tests with AI-powered performance analysis, weak-topic detection, mistake analysis and personalised study recommendations. 3 Notes & Resources – Organised notes, PDFs, PYQs and study materials. 4 Talk to Seniors/Mentors – Guidance, mentorship and career support. 5 Switch Facility – Eligible students can explore mid-term batch/coaching options. Hostels & PGs – Find student accommodation near coaching/colleges. 6 Student Marketplace – Buy/sell books, furniture, hostel items and other student products. 7 Gigs & Internships – Student freelance work, micro-jobs and internsh...

...someone with a genuine academic/research background who can critically synthesize recent peer-reviewed literature, technical reports, industrial developments, and credible discussions concerning the future evolution of metal AM. Develop a well-structured and technically rigorous content, must be completely original and free from plagiarism. The completed work will be checked using plagiarism-detection software. Expected tasks include: Conducting a comprehensive literature review using recent peer-reviewed journal papers, particularly review and perspective papers from approximately 2021–2026, together with important foundational references where necessary. Reviewing recent developments in industrial metal additive manufacturing, including LPBF/SLM, DED, binder jetting, WA...

...comprehensive, state-of-the-art experimental framework to validate the dataset's learnability and establish standard benchmarks for the scientific community. The project involves task-specific fine-tuning using modern text and vision-language architectures The dataset must be evaluated across two distinct tasks following standard evaluation benchmarks (e.g., SemEval standards): Task 1: Aspect Category Detection (Identifying specific predefined aspect categories mentioned). Task 2: Aspect-Based Sentiment Polarity Classification (Classifying sentiment as Positive, Negative, Neutral, or Irrelevant toward each aspect). Scope of Work & Technical Strategy: Data Stratification & Splitting: Implement a strict Train / Validation / Test split. Ensure full reproducibility by f...

...a single scored decision engine (−5.0 to +5.0): - Classical ML — Random Forest with SHAP-based feature attribution for explainable UP/DOWN probability - Deep Learning — Custom LSTM and causal Temporal CNN (PyTorch) for 5-day return forecasting - Reinforcement Learning — PPO agent (Stable-Baselines3) trained via a custom Gymnasium trading environment for BUY/SELL/HOLD actions - Regime Detection — Gaussian Hidden Markov Model to classify BULL/BEAR market states - Financial NLP — FinBERT sentiment analysis on live Google News RSS feeds These signals feed a weighted voting decision engine that outputs a confidence-scored BUY/SELL/HOLD call, backed by a 5-method Support & Resistance engine, automated intraday/swing trade setup gen...

...prediction model. Data you’ll be handling • User betting patterns • Real-time game statistics (crash multipliers, timestamps, etc.) Key features – Clean manual-entry form with validation and duplicate checks – Lightweight database or structured files to hold the history (open to SQLite, Postgres, or even Google Sheets if faster to iterate) – Instant analytics: average multipliers, streak detection, profit/loss summaries, and any quick visuals you can generate (charts or tables are fine) – Export option to CSV or JSON for future algorithm training – Brief setup notes so I can run or extend the tool without you Acceptance criteria 1. I can add at least 100 entries in one session without a crash or noticeable lag. 2....

...fabrication-level accuracy and correct metadata. You will receive: – The cleaned, unified cloud file (RCP/RCS and E57) together with basic floor plans for reference – My layer, naming and family templates so your work drops straight into our office standards What I expect back: • A native Revit 2023 model, federated and work-shared, with properly classified M, E and P systems ready for clash detection • Custom families only where manufacturer content does not exist, parameters mapped to our schedules • Overall geometry tolerance within ±10 mm of the scan and no missing services in the surveyed zones • A brief PDF report explaining assumptions, any obscured areas and coordinates used, plus exported NWC for Navisworks review I w...

...crisply to player input. Inputs are occasionally dropped or delayed, and the pawn does not accelerate, decelerate, or change direction as coded. Everything is still running in the original Blueprint setup; no changes were made in C++ recently, so I suspect an overlooked node chain, faulty input mapping, or a mis-configured movement component. Second, the combat system has begun to misfire. Hit detection feels inconsistent and damage events sometimes fail to register. All logic is still blueprint-based—mostly line traces and overlap checks—so I need you to trace what broke and restore reliable melee and ranged interactions. What I need from you • Pinpoint and resolve the unresponsive movement issue so inputs feel immediate and predictable. • Debug and c...

I need an essay on a controversial drug rewritten in your own words. I used AI to generate the essay. I need you to rewrite it in a simpler and straightforward simple vocabulary. The target audience is pharmacy preceptor. Key Requirements: - Simplify language for clarity - Ensure originality to avoid AI detection - Maintain accuracy and depth of information

I’m launching an online “rental boyfriend” service and need a complete, production-ready platform that lets clients connect with companions for three distinct scenarios: virtual hangouts, attending events together, and even accompanying them on trips. Core workflow • New users register through phone number verification only—no email or social logins—to keep onboarding quick and fraud-resistant. • Both clients and companions create rich profiles with photos, bio, rates, and availability. • In-platform chat opens once a client selects a companion, so they can discuss details before confirming. • A streamlined booking system handles date selection, duration, pricing, and automatic status updates for both parties. What I ex...

I have an AI-generated article that explains key real-estate concepts to first-time homebuyers. The content is solid, yet its machine-written cadence triggers AI-detection tools such as , GPTZero, and Copyleaks. Your task is to give the piece a natural, human voice while preserving the underlying facts, structure, and word count. Here is what I need from you: • Take the existing draft (about 1,500 words) and rewrite it in a casual, conversational tone that sounds like a seasoned friend guiding buyers through mortgages, inspections, and closing day. • Keep all statistics, definitions, and step-by-step advice accurate, but feel free to refresh examples or anecdotes so they resonate with everyday readers. • Eliminate phrases and patterns that typically flag AI outp...

...Status updates for user visibility: Pending, Approved, or Rejected.4. Security & Anti-Fraud Architecture (Critical)To prevent AdMob policy violations, invalid traffic penalties, and bot abuse, the following backend and client-side rules are mandatory:Server-Side Validation:Timer countdowns and points calculations must rely exclusively on Firestore ServerTimestamp, never on the device's local Server-Side Verification (SSV):Rewarded points must only credit to the user's balance upon receiving and verifying an SSV callback via Firebase Cloud Binding & Anti-Cloning:Enforce a strict one account per device policy using unique hardware identifiers (Android ID).Implement basic emulator detection to block automated bot environments (e.g., Bluestacks, Nox).Root &...

I’m building a small embedded prototype that can recognise a road accident the instant it happens, trigger a buzzer on-board and then text the vehicle’s GPS coordinates to a presaved emergency contact. An accelerometer will be the sole crash-detection sensor, so the firmware has to watch for abnormal spikes on that device, classify them reliably as a collision rather than rough driving, and fire the alert routine. Here is the workflow I have in mind: the microcontroller samples the accelerometer, confirms the threshold breach, sounds the buzzer for nearby help, fetches latitude and longitude from an attached GPS module and immediately sends an SMS through a GSM or LTE-M modem. If the cellular network is down, the code should queue and retry until a signal is regained. ...

I need a lightweight Android Accessibility Service that silently accepts incoming ride requests inside the Ola Driver app. The service must: • Detect the ride-request pop-up and perform a single, human-like tap on the accept button. Tap coord...for the minimum permissions required. Deliverables • Installable APK plus complete Android Studio project with clean, well-commented source. • Step-by-step guide showing how to enable and test the Accessibility Service. • Short demo video proving at least ten rides are accepted in a row with no detection or logout. If you have already built accessibility-based clickers or similar bypasses, tell me how you plan to tackle the pop-up detection, randomised tapping logic, and anti-detection measures, as w...

I need a research-driven writer to plan and craft a set of informational website pages that will satisfy Google’s latest EEAT guidelines and pass AI-detection as genuinely human, helpful content. Before writing begins, I want a deep keyword analysis that identifies primary, secondary, and long-tail phrases for each page; tools such as SEMrush, Ahrefs, Google Search Console, or similar are fine as long as the data is reliable. Use those insights to shape compelling on-page copy: clear headings, natural keyword placement, and meta data that encourages click-through without sounding forced. Because these pages are strictly informational, the tone should teach and reassure rather than sell. Readability (Flesch 60+), originality (100 % Copyscape clean), and factual accuracy ar...

Looking for an experienced developer to build an AI-based UAV detection and tracking system for a custom ArduPilot quadcopter using Raspberry Pi 5 and AI HAT+ 2. Scope includes real-time drone detection, object tracking, MAVLink integration, safe autonomous follow/stand-off navigation, telemetry logging, GCS interface, failsafes, SITL testing, and complete source-code handover.

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...Here’s what matters most to me: • A clean, modern storefront that feels native to the gaming community and works smoothly on desktop and mobile browsers. • Robust inventory and order management so I can add new items, adjust stock, and track sales without wrestling with the back end. • Secure payment processing (credit card, PayPal, plus any gamer-friendly options you’d suggest) with anti-fraud measures suited to digital goods. • Automated or near-instant fulfilment to deliver purchased items right after payment clears, minimising support tickets. • Clear SEO-ready structure and basic on-page optimisation so new players can actually find the store. I’m flexible on the stack—whether you’re more comfortable with W...

...fetches the error failure log, processes it via the DeepSeek Flash layer, fixes the bugs, and automatically generates a corrected Pull Request (PR) to repair the Project Progress: 85% Core Backend CompletedThe heavy lifting backend architecture is already written, fully merged, and 100% secure in our repository. Here is the exact status:Backend Core Engine (100% Done): Automatic bug detection, log analysis, and AI repair logic using DeepSeek are fully Logic Testing (100% Done): 36/36 end-to-end integration test cases are passing flawlessly against real failed & Credit Schema (100% Done): PostgreSQL/Redis configuration for the 1-vs-3 customer credit balance checks and duplicate request mitigation is Work Required: Remaining 15% (Your Scope)We

I need a compact laser-based perimeter protection system for a commercial site that immediately calls a predefined phone number whenever the beam is interrupted. The solution must combine reliable laser detection hardware with a GSM module (SIM800, SIM900 or similar) and the embedded code to place that outbound call within seconds of a breach. The finished unit should be self-contained, run from standard low-voltage DC, and include clear wiring diagrams and firmware source so I can duplicate or service it later. If you can integrate basic tamper detection, weather-proof housings, or an optional battery backup, mention that in your proposal—those extras would be a plus but are not mandatory. To accept the work I will power up the prototype on-site, break the beam and c...

I need a review and court admissible report regarding evidence of malware infections obtained through EIFT backups and Amnesty MVT scans, including iOS-specific system files showing Operation Triangulation spyware. Key Requirements: - Analyze executable files (.exe, .dll, .bat) - Focus on spyware detection and analysis - Proficiency in iOS system file interpretation Ideal Skills: - Cybersecurity expertise - Experience with malware and spyware analysis - Familiarity with iOS operating systems and file structures - Strong analytical and reporting skills Please provide samples of previous work in malware analysis and relevant qualifications.

...traceable to its originating transaction. Clearly separate: Purchased/platform credits Promotional/reward credits Pending earnings Available/withdrawable earnings Reserved payouts Paid earnings Purchased/promotional credits must not automatically become withdrawable cash. 5. Referral & Agent Earnings Implement configurable: Referral codes/links and attribution Qualifying actions/reward rules Fraud/self-referral controls Agent registration/admin approval Revenue attribution Commission/revenue-share rules Pending/available earnings Reversals/adjustments User dashboard and admin reporting Participant payouts represent approved earnings, not arbitrary peer-to-peer wallet transfers. 6. Withdrawals & Payouts Implement a controlled lifecycle: Available → Requested...

...numbers appearing more than once. Your task is straightforward: scan every sheet, spot rows that share an identical phone number, and give me back a version of each file where those duplicates are either eliminated or clearly flagged on a separate tab—whichever you find cleaner to implement. I do not need help with missing values or formatting issues right now; the focus is solely on duplicate detection. Excel-native solutions such as advanced filters, Power Query, or a short VBA routine are all acceptable, as long as the final files open without macros blocked warnings and every surviving record is unique by phone number. Please provide the cleaned Excel files plus a brief summary of how many duplicates you found per sheet so I can double-check the results quickly....

...Autodesk Revit MEP (mandatory). Strong understanding of MEP systems and BIM workflows. Proficiency in Revit families, parameters, and modeling best practices. Good communication skills and ability to work collaboratively in a remote or hybrid setup. Attention to detail, problem-solving mindset, and commitment to quality. Preferred Skills (Nice to Have) Experience with Navisworks for clash detection. Familiarity with AutoCAD, Bluebeam, or other design tools. Exposure to industrial plant or commercial building projects. Basic knowledge of local building codes and standards....

...already drafted the full MBA paper on digital transformation and information security, but it still reads too much like it was generated by a machine. I need every section—Introduction, main Body, and Conclusion—rewritten in a way that feels authentically human while preserving the formal, professional tone expected at graduate level. The core objective is to ensure the text passes Turnitin’s AI-detection algorithms without sacrificing clarity, logical flow, or academic rigor. Facts, citations, and technical vocabulary related to both digital transformation initiatives and modern information-security practices must remain intact; I simply want them expressed through natural sentence variation, nuanced transitions, and a clear writer’s voice. Deliverable:...

...We're consolidating this into a single Drupal site, hosted on an existing Pantheon account, supporting 15 languages with full content parity required at launch (no phased rollout). Core scope includes:- Drupal build on Pantheon (content types, admin workflows, theming to supplied brand guidelines) Multi-language architecture across 15 languages using Drupal's native translation system Geo-IP detection and market/language switching, with per-market contact details Migrating and consolidating content from ~21 legacy WordPress sites into one unified structure (~250 product pages plus supporting content) Legacy URL audit and redirect mapping (the current URL structure is inconsistent and needs a proper migration plan), plus GA/GTM consolidation Product data integration from...

...and then try to embody the name of the product in a graphic that reflects it. We’re back with 5 new logos! $20 x 5 = $100 in contest rewards! This project owner has over 200 5-star reviews! We look forward to your participation! : ) AI POLICY (PLEASE READ): Use of Artificial Intelligence (AI) to create your logo will result in your entries being rejected. The will be test on 2 or more AI-detection websites. AI entries will be reported to Freelancer.com for a violation of project terms. Real human artwork only will win, and you will be required to PROVE that you did the art. Lying is evil. Don't do that either, it's a real waste of both of our time. Jesus Christ be praised. Each graphic logo needs: -A unique font -Matching color scheme to the product -A de...

...MySQL Integration GSAP & Framer Motion Animations Premium UI/UX & 3D Web Experiences AI, GenAI & ML Development AI Chatbots & Conversational Assistants (multilingual, multimodal — voice, text) Advanced RAG / Agentic RAG Systems (hybrid search, multi-agent orchestration) LLM Fine-Tuning for domain-specific use cases Machine Learning & Deep Learning solutions Computer Vision applications (object detection, real-time recognition) IoT + AI Integration (edge-AI deployment on devices like Raspberry Pi) AI Automation workflows (n8n, , multi-agent pipelines) Payment terms: Zero upfront cost Zero monthly fee 30–40% commission on every deal that converts into payment Commission paid out once the client's payment is received Who I'm looking for...

Research the FTX collapse and prepare a 2-3-page paper in APA format that addresses each component. Remember to support and defend your answers. • Tangible and intangible assets owned by FTX. • Intellectual property assets that contributed to company value. • Potential tort claims involving fraud, negligence, or misrepresentation. • How stronger legal protections and risk controls might have reduced liability. don't bid a amount then change price after I start talking to you

...Project Scope I already have football video footage. The goal is to build a research-level prototype, not a commercial application. Workflow: Football Video → Preprocessing → Player Detection (YOLO) → Player Tracking (ByteTrack/BoT-SORT) → Movement/Position Analysis → Feature Extraction → Player Performance Metrics → Analytical Player Profile Possible metrics include distance, estimated speed, movement intensity, trajectories, field/zone coverage, and other reliably measurable indicators. Experimental Requirements The implementation must produce genuine quantitative results, including where applicable: -Detection: Precision, Recall, F1, mAP -Tracking: IDF1, ID switches/MOTA -Performance: FPS, processing time -Player-wise performance...

...and recent alerts remotely Be built in a way that can scale from one pilot site to multiple sites later This is a first pilot build — we want something working and reliable rather than over-engineered. Please propose your recommended tech stack (cameras, AI model/service, hosting, alerting method) as part of your bid, and break your price into phases: Camera/sensor integration + live feed AI detection layer (person/vehicle/animal classification) Alerting + dashboard Ideal freelancer: experience with computer vision (e.g. OpenCV, YOLO, or similar), IoT/camera integration, and comfortable working with a non-technical client to explain trade-offs (cost vs. accuracy vs. complexity). We're a small UK-based team moving from traditional in-person security guarding into AI...

...to design, implement, and validate an anomaly-detection model that flags faulty nodes, suspicious traffic, or out-of-range measurements in near-real time. Feel free to select the technique that best fits the data volume and complexity; I am open to statistical, classic machine-learning, or deep-learning pipelines as long as the final system is transparent and reproducible. Python (NumPy, Pandas, Scikit-Learn, TensorFlow/PyTorch) is preferred for ease of deployment, though MATLAB is acceptable if it yields stronger results. The deliverables should be: • Well-commented source code and any trained models • A concise README explaining setup, model logic, and how to retrain with fresh data • A short performance report summarising detection accuracy, fals...

...configuration rather than hardware limits. I need your help to audit, clean up, and fully rewrite the Frigate and go2rtc settings so the system runs smoothly. Scope of work • Review my current and (I’ll share both as soon as we start). • Identify and remove any redundant or conflicting directives. • Make sure all eight cameras connect reliably on both streams. • Tune detection, recording, and snapshot settings for the USB Coral accelerator. • Optimise go2rtc mappings so transcoding is avoided whenever possible. • Deliver a clear, commented yaml set that I can drop straight into my existing Docker stack. Acceptance criteria • CPU usage at idle ≤ 15 % and under motion load ≤ 35 %. • No dropped frames or disco...

...Generation → Transducer → Echo → Analog Front End → Gain/Filtering → ADC → DSP/Envelope Detection → Data Buffering → USB/Ethernet. Details: ------------- 1. Develop embedded firmware to control the acoustic transducer transmit/receive cycle. 2. Generate and precisely control the acoustic burst/pulse trigger, including frequency, pulse duration, number of cycles, and repetition rate. 3. Control the transition between transmit and receive modes with accurate timing. 4. Capture and process the received acoustic echo signal from the analog front end. 5. Implement appropriate digital signal processing, including filtering, noise reduction, band-pass filtering, and signal conditioning. 6. Implement envelope detection and other applic...

...(Mandatory Deliverables) Failure to deliver any core component constitutes non-delivery. Data Ingestion & Processing * Distributed ingestion pipeline (Kafka + Spark Streaming) * High-throughput real-time data handling * Data validation and preprocessing pipelines Feature Engineering * Feature store implementation * Real-time and batch feature pipelines AI & Risk Intelligence * Hybrid anomaly detection (statistical + LSTM models) * Ensemble-based risk scoring engine * Real-time inference capability Rule-only systems, hardcoded logic, or simulated outputs do not qualify. ⸻ Explainability Layer * SHAP (or equivalent) * Transparent and interpretable model outputs ⸻ Backend & API * FastAPI-based architecture * Secure APIs (OAuth2 / JWT) * Scalable, modular ba...

...by more than 30 days, the Client commits a material breach of this agreement, or the Freelancer reasonably believes continuing would expose their work product to unauthorised use or a security risk. 11. Limitation of liability. Liability under this contract is limited to the total fixed price of £1,050. Nothing in this clause excludes liability for death or personal injury caused by negligence, fraud, or any other liability that cannot lawfully be excluded. 12. Confidentiality. Both parties agree to keep confidential any system architecture, code, credentials, and data shared in connection with this project. This obligation survives termination of the contract. 13. Intellectual property. Upon receipt of the Final Payment (Milestone 3), all deliverables — including sou...

...by more than 30 days, the Client commits a material breach of this agreement, or the Freelancer reasonably believes continuing would expose their work product to unauthorised use or a security risk. 11. Limitation of liability. Liability under this contract is limited to the total fixed price of £1,350. Nothing in this clause excludes liability for death or personal injury caused by negligence, fraud, or any other liability that cannot lawfully be excluded. 12. Confidentiality. Both parties agree to keep confidential any system architecture, code, credentials, and data shared in connection with this project. This obligation survives termination of the contract. 13. Intellectual property. Upon receipt of the Final Payment (Milestone 3), all deliverables — including sou...

...by more than 30 days, the Client commits a material breach of this agreement, or the Freelancer reasonably believes continuing would expose their work product to unauthorised use or a security risk. 11. Limitation of liability. Liability under this contract is limited to the total fixed price of £1,200. Nothing in this clause excludes liability for death or personal injury caused by negligence, fraud, or any other liability that cannot lawfully be excluded. 12. Confidentiality. Both parties agree to keep confidential any system architecture, code, credentials, and data shared in connection with this project. This obligation survives termination of the contract. 13. Intellectual property. Upon receipt of the Final Payment (Milestone 3), all deliverables — including sou...

...by more than 30 days, the Client commits a material breach of this agreement, or the Freelancer reasonably believes continuing would expose their work product to unauthorised use or a security risk. 11. Limitation of liability. Liability under this contract is limited to the total fixed price of £1,350. Nothing in this clause excludes liability for death or personal injury caused by negligence, fraud, or any other liability that cannot lawfully be excluded. 12. Confidentiality. Both parties agree to keep confidential any system architecture, code, credentials, and data shared in connection with this project. This obligation survives termination of the contract. 13. Intellectual property. Upon receipt of the Final Payment (Milestone 3), all deliverables — including sou...

Project Requirements: * Open and manage AdsPower browser profiles programmatically * Use Selenium, Playwright, or a similar browser automation framework * Read input data from CSV/Excel * Automatically fill multi-step web forms * Handle text fields, dropdowns, radio bu...programmatically * Use Selenium, Playwright, or a similar browser automation framework * Read input data from CSV/Excel * Automatically fill multi-step web forms * Handle text fields, dropdowns, radio buttons, checkboxes, and Next/Continue buttons * Detect successful and failed submissions * Save submission status for every record * Take screenshots after important steps/submission * Add duplicate-data detection * Add proper error handling and retry logic * Support multiple AdsPower profiles * Clean and easy-to-mai...