Anomaly detectionJobs

...product. * **Lighting:** Use Rim Lighting (backlight/edge highlights) to separate the device from the background. Edges must be sharp and defined. * **Texturing:** Photorealistic Matte Black Satin Metal. Should feel heavy and metallic; no cheap plastic or oily reflections. * **Render:** High contrast (preferably AGX or Filmic High Contrast). --- **Scene 2: “VFX Integration” (Hotel Room Detection)** * **Goal:** Test compositing, camera tracking, and VFX skills. * **Action:** Device scanning a hidden camera (smoke detector/pinhole lens) in a hotel environment. * **Technical Specs:** * **Environment:** Dark/low-light hotel room (premium stock footage can be used). * **VFX (Laser):** Ultra-thin digital volumetric red laser ray. Must look sophisticated, not c...

...video-conferencing and voice-calling flows rebuilt so they feel rock-solid and native to Angular rather than an add-on. You will dive into the current codebase (Angular 18, TypeScript) to refactor the signaling layer, configure STUN/TURN properly, and tighten up state management so renegotiations no longer break active sessions. Expect to profile bandwidth, tweak codec preferences, and ensure the change detection cycle is not blocking media threads. Deliverables • Stable one-to-one and group video calls that recover gracefully from network blips • High-clarity voice calls with echo cancellation and automatic gain control verified across major browsers • A reusable Angular service/component set with clear interfaces and unit tests • Updated document...

...including duplicate message detection and rate limiting. • Reconnect Resilience: The device must safely handle MQTT session reconnects and message re-delivery without duplicate execution, ensuring consistent state across network drops. • Transaction Integrity & Persistence: Implementation of idempotent command execution. The execution state must be committed atomically to persistent storage to prevent data corruption during sudden power loss. • Secure OTA: Remote firmware update mechanism with cryptographic verification, rollback safety, and version validation. • Time Synchronization: Reliable time synchronization (NTP or backend sync) to ensure accurate log timestamps and audit trails. • Hardware Reliability: Implementation of bro...

I’m looking for an experienced Microsoft Copilot / Power Automate to help me build an end-to-end productivity automation system. The objective is to automate customer escalations, MIS reporting, fraud detection, growth analysis, email workflows, and PowerPoint creation using the Microsoft ecosystem + Copilot. ⚠️ Important: This project is time-critical and needs to be completed within this week, as all required data, formats, and inputs are already available. ⸻ Timeline (Critical) • Start: Immediately • Completion: Within 5 days ⸻ Scope of Work 1. Automated Customer Escalation Replies • Auto-reply to customer escalation emails with personalized responses • Replies based on: • Standard predefined issue types • Error screenshots atta...

ONLY COLLABORATORS located in Latinoamerica I need a proa...issues before they escalate. • Operations — validating and releasing international transfers, balancing settlement files, and flagging anything that looks off. • Compliance — running OFAC, KYC and AML reviews, documenting findings, and escalating suspicious activity to our compliance lead. You’ll collaborate daily with tech and compliance colleagues, suggest process tweaks, and log every anomaly so we can keep improving. The role is full-time (40 h/week), fully remote, and open only to professionals currently based in Latin America. Our monthly compensation is USD $400, paid on time every month. If you thrive on juggling spreadsheets, helping customers, and safeguarding a fast-growing fint...

...vertical motion (~10 motors total) • NVIDIA Jetson Nano onboard computer • Sensors: RTK-GNSS, LiDAR, IMU-depth cameras, GoPro cameras, encoders, light, and load sensors. Key Tasks: • ROS2 autonomous navigation with sensor fusion • Manual remote-control mode + fully autonomous path-following mode • Multi-motor control integration (drive, steering, conveyor, camera mount) • Machine vision crop row detection • Local + cloud-based structured data logging (camera & sensor data) • Field mapping, plot tracking, safety integration, EU standards Requirements: • Strong ROS2 robotics experience • Jetson Nano / embedded robotics experience • Autonomous navigation + sensor fusion background • Motor control & robotics integrat...

...HTML, CSS, and JavaScript. • Solid grasp of accessibility standards (WCAG 2AAA) and, most importantly, JAWS behaviours. • Ability to expand and optimise detection rules, refine the AI prompt/response cycle, and validate results against real JAWS sessions. • Should match with the manual testing QA report, that was captured when tested with JAWS reader. • No direct plug-in to Storyline is required; the tool should remain a standalone analyser that ingests a published ZIP or hosted URL. • Clean, well-documented code and a concise user guide so our in-house QA team can maintain and extend it. Deliverables 1. Completed detection engine covering the full range of JAWS-related accessibility issues found in Storyline output. 2. AI-generated ...

...account required) Schedule or instant post Attach caption + hashtags YouTube Shorts Posting Use YouTube Data API Auto-upload as “Short” Add title + description + tags Option to schedule STEP 5: Tracking + Logging Automatically update Google Sheet with: Date Platform Video Name Caption Status URL Status: Draft Posted Failed Scheduled OPTIONAL ADVANCED FEATURES (PHASE 2) AI hook detection (identify best 30–60 sec clip automatically) Multi-clip extraction from one long video Auto thumbnail generation Performance analytics sync (views, likes, engagement) Repurpose into: LinkedIn short video Pinterest Idea Pin Facebook Reels TECH STACK PREFERENCE Freelancer should propose architecture. Possible Stack: / n8n Google Drive API OpenAI API ...

...isolators where required • ADC noise mitigation strategies • Shielding recommendations Isolation architecture design is part of this job. Communication Requirements Preferred options: • (Modbus RTU or custom protocol) OR • I2C with digital isolators OR • CAN Bus (if justified) Freelancer must: • Recommend best communication protocol • Implement reliable packet structure • Implement CRC/error detection • Provide timeout and fault recovery logic System must be robust in noisy environments. Deliverables 1. Firmware for: o UI Arduino o Motor Arduino o pH Arduino o Temperature Arduino o Master Arduino 2. Communication protocol documentation 3. Commented, modular Arduino code 4. PCBs in KiCAD (all Arduino boards should be like shields) Re...

...on the same LAN or to work remotely (VPN access). Nothing is in place yet, so the full security stack must be designed and deployed from scratch. Scope of work • Build and test a site-to-site VPN between the two UDM Pros for seamless remote access. • Create granular firewall rules that allow only the traffic we specify while blocking everything else. • Enable and tune UniFi’s intrusion-detection/prevention features to catch unwanted activity without flooding us with false alarms. • Document every setting—screenshots or exported configs—so I can replicate or restore the setup if needed. • Walk me through the finished configuration in a short call or screen-share, explaining how to add new devices or change rules safely. Succes...

...that delivers sharp peaks and reliable quantitation for the compounds listed above. • Calibration strategy and reference standards, including expected detection limits for each analyte. • A bill of materials and schematic drawings that I can hand to a machinist or supplier, plus basic control software (open-source platforms such as OpenLab, Chromeleon or similar are fine). • Operating and maintenance procedures so I can keep the system stable once it is assembled. Acceptance criteria 1. Chromatograms must show baseline-resolved peaks for methane, ethane, ethylene and acetylene in a single run. 2. Method must reach sub-ppm detection limits on both detectors using liquid sample injections of ≤1 µL. 3. All documentation—schematics,...

I need a small application that, once given a set of latitude-longitude boundaries for a desert sector, we can use older maps for any available dates with high resolution. stores it locally, and then runs an object-detection model that flags cars and trucks only. The moment a vehicle silhouette is spotted, the program must return its exact coordinates so rescuers can be dispatched quickly. I’m flexible about the imagery source—NASA, ESA, Google Earth, or any other free feed is fine as long as it delivers cloud-free, high-resolution scenes. You can use the tool to capture screenshots by moving in circles around the selected location. The detector has to work at desert scale, so please build it with an established computer-vision framework (e.g., TensorFlow, PyTorch, YO...

...recognised academic standard regulations (APA, OSCOLA or another scholarly format—maintain my existing citation style, just rephrase surrounding text). Who will succeed Someone with a legal background who understands how to re-express statutory references, case law and doctrinal analysis without diluting meaning. Please confirm your legal expertise and your access to reliable plagiarism-detection tools in your bid; I will ask for a screenshot of the final originality report before releasing payment. Deliverable A cleaned Word document returned within 24 hours of acceptance, together with the originality report showing 0 % similarity. The budget is fixed at 500 INR; bids above that figure will be ignored....

...Key Requirements Develop a Python script that: Extracts preview segments from uploaded video files Processes VR left-right videos and outputs previews using only one side of the video Selects preview segments using the following logic: Limited segments from the first 50% of the video (build-up content) Majority of segments from the final 50% of the video (main action content) Transition Detection & Removal Identify timestamps where video transitions occur Prevent transition frames from appearing in preview segments ffmpeg or similar tools can be used if suitable Output Requirements Combine selected segments into a single preview file OR output separate segments (to be discussed) Maintain high video quality Ensure efficient processing for multiple videos Technic...

I’m building a video-surveillance module and need a Convolutional Neural Network that can spot humans, vehicles, and animals the instant...the framework you prefer—YOLOv8, Faster R-CNN, or a custom TensorFlow / PyTorch implementation—as long as the final package runs headless in Linux and can be containerised (Docker) for deployment. Please include: • A fully trained model with reproducible training pipeline • Real-time inference script that ingests RTSP feeds and exposes JSON alerts • Simple unit test clips proving correct detection and trigger behaviour • Setup guide for installing dependencies on Jetson and generic GPU servers If you’ve previously tuned CNNs for mixed-environment surveillance and can demonstrate low-latency p...

...flexible enough to take on any other repetitive duties people throw at it—from finance spreadsheets to social-media scheduling and marketing reports. The core objective is automation: once the software is installed, users should be able to hand off a job and trust the AI to carry it through without constant oversight. Where water is concerned, I’m less interested in a single specialty like leak detection or usage monitoring and more in building a solid AI that simply gets the work done, whatever that work happens to be. To prove the concept, you can start with a small demonstrator focused on a common water task of your choice, then show how the same framework plugs into non-water scenarios (e.g., quick-books-style finance reconciliation or auto-posting campaign conte...

...standards for QA/QC (Quality Assurance/Quality Control). Answers to Skill Questions: You must answer the 3 questions below * Architecture Challenge Provide a step-by-step outline of the technical architecture for an AI-driven reply system operating across email and WhatsApp, including: + Messaging provider(s) + Automation/orchestration layer + AI model integration approach + How intent detection routes prospects into drip paths + Data storage method + Failover / redundancy approach + Generic or AI-generated answers will be rejected. 2. Real Implementation Proof Describe one live automation project your team personally deployed: + Client industry Core problem Tools and languages used Timeline One unexpected obstacle — and exactly how it was solved What you would...

Freelancer Job Post – Algorithmic Trading Developer (SGTF, IBKR, Cloud‑Hosted) Project: Looking for an experienced algorithmic trading developer to bu...Architecture: • Custom UI / standalone application with: • Real‑time dashboard (signals, positions, PnL) • Controls for universe, timeframes, and risk parameters • Restart‑safe design with no manual 2FA interruptions • Must run 24/7 autonomously on a cloud server (AWS, Azure, Hetzner, etc.) • Automatic recovery from server restarts or IBKR disconnects Optional: • AI/ML for optimisation, regime detection, or signal validation • Backtesting environment Deliverables: • Fully functioning SGTF‑based autonomous trading system • Cloud‑ready deployment • Documentation a...

...recognised academic standard regulations (APA, OSCOLA or another scholarly format—maintain my existing citation style, just rephrase surrounding text). Who will succeed Someone with a legal background who understands how to re-express statutory references, case law and doctrinal analysis without diluting meaning. Please confirm your legal expertise and your access to reliable plagiarism-detection tools in your bid; I will ask for a screenshot of the final originality report before releasing payment. Deliverable A cleaned Word document returned within 24 hours of acceptance, together with the originality report showing 0 % similarity. The budget is fixed at 500 INR; bids above that figure will be ignored....

Job Description We are looking for an experienced game development freelancer or studio to design and develop a set of simple, popular multiplayer casual games. Deliverable For each game, we expect: • Fully functional multiplayer game • Source code with clear stru...support (Unity preferred) • Real-time matchmaking and multiplayer sync • Capable of rejoining on disconnection • Session management and leader boards sync. • Encrypted data movement across network channel • Configurable encryption and decryption keys for data movement • API integration (auth, score submit, game events etc.) • Configurable API endpoints (platform-agnostic design) • Bot detection and spoofing detection and handling. • Clean, reusable, well-docu...

...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...

...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...

I have already completed the full implementation of my anomaly-detection model for network traffic and gathered all experimental results; what I still need is a polished, publication-ready research paper that turns this technical work into a clear, compelling narrative. The target length is 15–20 pages, formatted according to the IEEE citation style. Because I have not locked down a specific outline, I’d like you to recommend the ideal academic structure—something along the lines of abstract, introduction, related work, methodology, results, discussion, and conclusion—and then flesh it out after we agree. I will supply you with the code, datasets, graphs, and raw result tables so you can focus on literature integration, critical analysis, and crisp tec...

Computer Vision Prototype Needed — Head Tracking & Auto Zoom (R&D Phase) I’m building a product and am currently in the early R&D phase before final hardware and SDK delivery. We are looking for an experienced computer vision / mobile vision developer to help us prototype and validate: Core Features • Real-time head/face detection • Automatic head tracking (keeping the head centered) • Auto zoom / smart cropping (keeping head size consistent) • Smooth motion and transition logic At this stage, we do not yet have final hardware or SDK access, so we are asking the freelancer to: Phase 1 – Prototype (on your own hardware) • Build a working demo using your own Android device / webcam / test camera • Use open-source tools (...

...Confirm database consistency Verify dashboard, alerts, and exports work flawlessly Ensure continuous unattended operation Access You’ll Receive: Full codebase (90+ well-documented PHP files) Live scrapers & client-ready dashboard UI Optimized MySQL schema Deployment scripts DigitalOcean server access, domain & SSL Surfshark VPN subscription Business logic including automatic profit detection, price comparison, and ROI analysis Final Deliverable: A fully production-ready sports card monitoring bot with: Stable VPN rotation Reliable live data scraping Accurate card parsing Real-time price comparison 24/7 uninterrupted operation Note: The system is already 95% complete. This project is focused on hardening, optimization, and reliability, not building f...

We are a specialized engineering design firm delivering high-quality CAD, BIM, and visualization solutions for industrial and commercial projects worldwide. With strong hands-on expertise in AutoCAD, Revit, and AutoC...of our outputs into real-world construction, fabrication, and coordination workflows. Core Expertise: - • AutoCAD 2D & 3D Drafting • Revit Architecture, MEP & Electrical Modelling • AutoCAD Plant 3D (Piping Design, Isometrics, PCF, Title Blocks) • Piping Isometric Drawings & Custom Symbol & Style Management • Electrical Layouts, Panel Schedules & Load Calculations • BIM Coordination & Clash Detection (Navisworks) • Lighting Design & Calculations (DIALux) • High-Quality 3D Visualization & Walkthro...

...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...

...healthcare attendants, etc. We are looking for an experienced React Native App Developer / Team who can develop the complete mobile app ecosystem along with backend integration. Development of two separate mobile apps: User App Service Provider App With one centralized backend & admin panel. User App Features • User Registration & Login (OTP / Email) • Profile creation & management • Location detection (Auto + Manual) • Nearby service provider listing • Service booking system • Live service tracking (Map based) • In-app chat with provider • Secure payment integration • Booking history & invoices • Ratings & reviews • Push notifications Service Provider App Features • Provider registration ...

Detection of historical invasion of native woodlands by hybrid hollies in Northwestern Europe. Holly measurement from open-access pictures of herbarium specimens. Plant invasions can induce significant changes to ecosystems. However, in many cases these changes are difficult to measure and in many case invasion are also difficult to detect. This is the case of ornamental hybrid hollies (Ilex aquifolium × perado = I. × ⁠altaclerensis) that have been planted since Victorian times across Western Europe and that are reported to replace native holly (Ilex aquifolium) trees in some woodlands. Unfortunately, the extent of hybrid holly invasion has never been fully assessed. This project is an opportunity to explore the possibility of identifying hybrid ...

...diagram or description that shows how the betting module, user module, database, and third-party API will communicate. 3. A realistic development timeline from kickoff to launch, highlighting testing and deployment stages. Security, scalability, and compliance are non-negotiable. Make sure to factor in measures such as role-based access control, data encryption in transit and at rest, fraud detection, and load balancing for traffic spikes during major matches. Once I review your breakdown and timeline we can fine-tune scope, lock in milestones, and get started....

Important: Proposals that include AI-generated cover letters will not be considered. Task Details: We are seeking a talented and creative writer. Th...Task Details: We are seeking a talented and creative writer. This role involves crafting high-quality, original, and engaging proposals for our international clients. We are not looking for generic or repetitive proposals; we want creativity and originality that stand out. We do not want AI-written proposals; we have tools to generate those ourselves. Each submission is checked using paid AI detection software before approval. Payment is $1 per 100 words. Please only place a bid if you: • Write 100% original content without AI assistance. • Are interested in a long-term collaboration. Payment will be made securely via...

...Requirement: Live Camera Detection of 4 Black Boxes with Auto Capture We are looking for a skilled React Native (Expo) developer to implement a live camera-based detection feature. Requirement Overview The application will use the device camera to detect four black square boxes placed at the four corners of a square/rectangle in real time.
When all four black boxes are correctly detected in the live camera view, the camera overlay will turn green, and the app will automatically capture a high-resolution image. After capture, the user must be able to preview the captured image with options to Save or Retake. This feature is intended for accurate document / OMR-style scanning. Functional Requirements Camera & Detection * Live camera preview using Expo Camera * ...

...or similar—to tighten the pacing, smooth the transitions, balance color and audio, and generally lift the overall quality without losing the authentic, home-movie feel. The source footage runs just under twenty minutes. I’m aiming for a concise final cut that keeps only the best moments while staying true to the narrative flow. You can decide which automated techniques (smart trimming, scene detection, subtle stabilization, quick music bed suggestions) will speed up the workflow, but every creative choice should ultimately feel human and personal. Deliverables • Final edited video in 1080p (or higher if the original allows) in MP4 format • Separate master file or project file so I can revisit the edit later • Brief summary of the AI features or ...

...solely on core engine programming. I’ll supply game design direction (it will be a frog sprite that hops tree to tree using his tongue to achieve a high score, simle arcade styled game), but to start the project I need: • 6502 assembly source code • Build scripts or makefiles that assemble a runnable ROM image • A simple demo level proving horizontal scrolling, sprite animation, collision detection, controller input, and basic audio playback • Clear documentation of memory layout, interrupts, and any mapper/bank-switch strategy used Acceptance criteria 1. Demo ROM runs flawlessly on real hardware and popular emulators for the Atari 7800. 2. Source assembles without modification using known working assemblers, matching the documented memory ma...

...the regular monitoring that guarantees every job finishes without warning bells. Restoration testing and documented recovery steps will be part of the routine so we can prove our RPO/RTO targets at any moment. Networking support centres on troubleshooting issues as they arise and processing whitelist updates for partners and applications that need special access. If a routing, DNS, or firewall anomaly pops up, I’ll look to you to trace it, fix it, and note the change so we don’t chase the same ghost twice. Deliverables • Fully configured, healthy Veeam backup jobs with a short test-restore report • A concise runbook covering backup schedules, retention, and recovery steps • Resolution of current and future network issues, each closed with a brie...

...seamlessly to single-family homes, apartment complexes, and condominiums. What I need from you are two concrete deliverables: • Detailed 2D drawings/blueprints that are ready for plan-set submission, complete with legends, pipe sizes, sprinkler head locations, and any call-outs a fitter or local reviewer will expect. • A coordinated 3D model that matches those drawings, suitable for clash detection and clear visual presentation. I’ll supply the base architectural plans, system specifications, and any jurisdictional notes I already have. You bring the drafting skill—AutoCAD, Revit, or a comparable platform is fine as long as the files are fully editable on my end. Please keep all layers tidy and naming conventions consistent so the package drops str...

...To Complete Codebase 90+ well-structured and documented PHP files Working live scrapers (real marketplace data) Client-ready dashboard UI Optimized MySQL database schema Automated deployment scripts Infrastructure DigitalOcean production server access Domain & SSL configured MySQL credentials provided Surfshark VPN subscription included Business Logic Automatic profit & arbitrage detection Price comparison framework (eBay ready) Email alert system ROI analysis (50×–250× opportunities identified) Final Deliverable A fully production-ready Advanced Sports Card Monitoring Bot with: Stable VPN rotation Reliable live data scraping Accurate card parsing Real-time price comparison 24/7 uninterrupted execution This system is already 95% co...

disapprove a link in , it also deletes link from master database disapprove links is still having trouble detect body text of main channel page for 3. currently disapprove links is still having trouble to save links correctly into filteration_words_one.csv. Sample saving format is for link is rupannnanasei

...Articles may use AI-assisted summaries, but: No auto-publish No spinning Human final edits required Clear internal workflow supporting this 3. RSS → Draft Workflow (Google-Safe) I will be sourcing content via RSS feeds. You must configure: RSS feeds importing only into Draft / Pending Review No automatic publishing Source allowlist (approved feeds only) Post/day limits Duplicate title detection Category-based limits if needed You must explain which plugin(s) you will use and why. 4. Content Quality Guardrails To avoid spam and policy issues: Minimum content length enforcement (after human edit) Ability to manually reject or rewrite drafts No thin, empty, or placeholder articles published Clear separation between: Draft Pending Review Published 5. Cate...

I'm seeking an experienced AI developer to create a computer vision model focused on detecting people. The model will need to function effectively in both indoor and outdoor environments. Key Requirements: - Primary function: Object detection with a focus on people - Adaptable to both indoor and outdoor settings - High accuracy and reliability Ideal Skills and Experience: - Expertise in AI and machine learning - Strong background in computer vision, particularly in object detection - Experience with datasets and training models for varied environments - Proficiency in programming languages such as Python, and familiarity with libraries like TensorFlow or PyTorch Please provide examples of similar projects you've completed.

...in image recognition. - Strong experience with Python and API development. - Familiarity with automated visual inspection systems. - Prior experience in the aerospace industry is a plus. AI-Based Crack Detection Using Camera and Image Processing This project aims to develop an AI-based visual inspection system that uses camera images to automatically detect cracks and surface defects on aircraft metal panels. A deep learning model is trained on labeled images of surface cracks and is used to analyse new images captured by a camera or uploaded by the user. The system outputs the detection result in the form of: • the location of detected cracks on the image, and • a final inspection decision for each image (crack detected or no crack detected). The purpose o...

...Configure multi-platform auto-upload through Comet, mapping captions, thumbnails, tags, and any platform-specific metadata. • Create scheduling rules so each post goes live at the time I set—daily, weekly, or according to custom calendars. • Build a distribution workflow that queues content, validates it against each API’s limits, and triggers retries on transient errors. • Add an error-detection layer with clear logging and alerts so I can see failures, root causes, and automatic retries in one place. • Deliver deployment scripts and concise documentation so I can run the system locally or inside our existing cloud environment. The finished deliverable should include: 1. Source code and configuration files. 2. A short architecture diagr...

...Priority bugs within our business management platform, CompanySync. Our application is built and hosted on the Base44 platform. You will be working directly within the Base44 editor to debug React components, Node.js serverless functions, and complex AI integrations. Critical Priorities: Fix AI Voice Interruption (BUG-001): Resolve issues with Gemini Live Voice where interruption and Voice Activity Detection (VAD) are failing. Twilio Inbound/Outbound (BUG-013/014): Fix TwiML handlers for inbound AI voice calls and SMS responses for our virtual assistants. Google Calendar Two-Way Sync (BUG-003): Troubleshoot and resolve domain verification and webhook watch channel issues in the Google Cloud Console. Data Deduplication (BUG-004/005): Fix race conditions creating duplicate comp...

...enables upload of DICOM files, automatic anonymization (strip all metadata/identifiers), AI-driven detection & annotation of pathologies (caries, periodontal disease, bone loss, cysts, etc.), visual overlays, confidence scores, and report generation—all with strict patient privacy, no storage of originals, and human oversight required. Key Requirements: • Clean React/ frontend with drag-and-drop upload, DICOM viewer (e.g., ), annotation overlays & heatmaps. • Python backend (FastAPI preferred) + secure auth, encrypted file handling, and cloud storage (AWS S3/GCP). • PyTorch/TensorFlow ML models (fine-tune YOLO/U-Net/MONAI on open dental datasets) for multi-label detection/segmentation. • Mandatory: Full anonymization on upload (pydico...

...is happening so I can flag hotspots and act quickly. Scope of work • Acquire and pre-process the latest Sentinel imagery for my specified AOIs in the tropics (cloud masking, atmospheric correction, seamless mosaicking). • Run an automated change-detection routine that distinguishes new clear-cuts from seasonal or spectral noise. • Output intuitive products—shapefiles, GeoTIFFs, and a simple dashboard or web map—that visualise forest-loss polygons with dates, area statistics, and confidence scores. Acceptance criteria • Detection accuracy is demonstrably high when validated against at least two recent ground-truth examples I will supply. • Processing chain is reproducible in Python or Google Earth Engine, with commented c...

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I need an expert to improve the accuracy of a histopathologic cancer detection model. The current model needs enhancement, and I prefer using algorithm enhancement for this task. Key Requirements: - Improve the model's accuracy in detecting cancerous tissues. - Use advanced techniques and methodologies for algorithm enhancement. Ideal Skills and Experience: - Expertise in machine learning and deep learning - Strong background in medical image analysis - Experience with histopathological images - Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch) - Familiarity with model evaluation and performance metrics Please provide examples of similar work and a detailed approach to how you would tackle this project.

...slot straight into the current BIM model (Revit 2024) and align with the latest architectural set. • Load calculations, equipment schedules and single-line diagrams sized for cost-effective installation. • A concise value-engineering report highlighting where we can trim material and labour expenses, together with any alternate product suggestions that preserve maintainability. • Clash detection reports after each coordination round with structural and architectural disciplines. • Attendance at two virtual coordination workshops with the wider design team (GMT+3). Acceptance criteria • All documents must meet local code (ASHRAE + applicable municipal standards) and the landlord’s shopping-centre technical guide. • Drawings delivere...

CLOUD-NATIVE SUPTECH PLATFORM Developer Implementation Master Specification (PoC Build Pack) 1. PURPOSE OF THIS DOCUMENT This document provides the complete technical build specification for developers implementing the Cloud-Native Regulatory System (CNRS) — a supervisory technology platform for central bank supervision, risk analytics, compliance monitoring, early-warning systems, fraud detection, and stress testing. The platform is cloud-native (AWS), modular, AI-enabled, and supports regulatory analytics aligned with Basel III, AML/CFT, and Risk-Based Supervision frameworks. 2. SYSTEM OBJECTIVES The system must: Ingest regulatory data from financial institutions securely Validate, store, and process supervisory datasets Compute prudential ratios and compliance rules Detec...

I already have a working object-detection pipeline written in Python, and I now need that same logic moved into a cleaner, better-structured Python codebase that’s easy to maintain and integrate into a larger application. Think of it as a conversion/refactor: exact same model, exact same results, but with modern syntax, clear separation of concerns, and thorough inline comments. You’ll start from my original scripts and checkpoints, preserve every bit of accuracy, and hand back a fully functioning module (including a simple demo script) that can be installed with pip-installable requirements. Feel free to streamline library calls—TensorFlow, PyTorch, OpenCV, or whatever is currently in place—so long as the final inference output matches the reference I provi...