Parallel processingJobs

...Invoices and credit notes are never edited 5. Explicit human approval is required for price changes 6. Mobile is for overview and decisions, desktop for configuration 7. The system must reflect real supplier behavior ⸻ 3. High-Level Architecture The system must be delivered as a single web-based application with: • Backend API • Relational database • Email ingestion service • PDF / OCR processing • Responsive frontend (mobile-friendly) • Role-based authentication Deployment may be cloud-based. Technology choices can be proposed by the developer but must support the requirements below. ⸻ 4. Functional Modules ⸻ 4.1 Invoice Intake (Email-Based) Requirements • Dedicated invoice email inbox • Automatic monitoring of incoming...

Tengo un sistema web con reportes en crystal report y han dejado de funcionar los reportes. Al inspeccionar en el explorador tengo el sisguiente error: :15 Uncaught : : An unknown error occurred while processing the request on the server. The status code returned from the server was: 500

Weka . NLTK. Inbox for details

...computer networks. PDA based flexible ticket system You are going to implement a prototype of a flexible ticket system. In its complete version it is going to replace the current RF-id tag based system. The new system expected lifetime is 5 year only. In 5 years it is expected that face recognition has advanced sufficiently to allow ticketing based entirely on automatic unattended image processing. While the proposed system only partly reduces the manual control, it will reduce the amount of sign in /sign out equipment on platforms and placing that equipment entirely in the rolling stock. Each train compartment or bus is already equipped with a wireless LAN connected to the InterNet. The train or bus computer knows the current position (GPS). A passenger simply assoc...

...computer networks. PDA based flexible ticket system You are going to implement a prototype of a flexible ticket system. In its complete version it is going to replace the current RF-id tag based system. The new system expected lifetime is 5 year only. In 5 years it is expected that face recognition has advanced sufficiently to allow ticketing based entirely on automatic unattended image processing. While the proposed system only partly reduces the manual control, it will reduce the amount of sign in /sign out equipment on platforms and placing that equipment entirely in the rolling stock. Each train compartment or bus is already equipped with a wireless LAN connected to the InterNet. The train or bus computer knows the current position (GPS). A passenger simply assoc...

...CSV/Sheets into a real SQL database (PostgreSQL or MySQL). Frontend Development: Build a user interface that allows me to view grid-based data (similar to Excel) but with web-app functionality (buttons, toggles, secure logins). Deployment: Handle all server setup, security certificates, and domain hosting. Required Skills Strong Backend Logic: Experience with complex algorithms and data processing (not just simple CRUD apps). Database Design: Experience structuring relational databases for time-series data (historical rates, booking logs). Communication: Excellent English. You must be able to explain technical concepts simply and be willing to jump on Zoom calls to brainstorm. Security Minded: Experience building secure login portals and protecting proprietary algorithms...

... refund and recurring—so my application can trigger them programmatically. Here is the exact scope I need covered: • Configure the account credentials and generate the live API keys inside the gateway. • Build the server-side integration using the official Mastercard Payment Gateway (MPGS) REST endpoints for  – one-time payments, – scheduled / recurring payments, and – refund processing. • Return all mandatory response data (transaction IDs, result codes, risk scores) back to my app in JSON. • Provide a short walkthrough or commented code so I can maintain keys and endpoints later. I’m language-agnostic; PHP, Node, Python or Java are all acceptable as long as the solution is clean, secure (PCI-aware) and ...

...paste a video URL and download the video in multiple quality formats. The website must be fully SEO-optimized, fast-loading, mobile-friendly, and monetization-ready. 1. Video download function User pastes a video URL System fetches and processes the video Show available quality options (360p, 720p, 1080p, etc.) MP4 download support (mandatory) MP3 (audio-only) option (preferred) Fast processing speed 2. Supported Platforms (Developer must confirm feasibility and compliance) YouTube (if legally compliant) Facebook Instagram Twitter (X) TikTok Vimeo Dailymotion Important: The solution must comply with platform policies and legal requirements. Seo requirment very important The website must be fully SEO-optimized with: Clean SEO-friendly URL structure Example:

Ich suche fachkundige Unterstützung, um gegen meine Hausverwaltung und die Wohnungseigentümergemeinschaft eine Nichtigkeitsklage einzureichen und parallel Schadensersatzansprüche geltend zu machen. Was zu erledigen ist : 1. Unsere (vorformulierte) Klage formell und inhaltlich zu überarbeiten. Wir formulieren es soweit wir es können und versuchen alles entsprechend einzuarbeiten. Wir benötigen Hilfe dabei, alles entsprechend an der richtigen Stelle anzubringen. So dass es bei Gericht zugelassen wird. 2. Gründliche rechtliche Prüfung der vorliegenden Beschlüsse und Vorgänge. 3. Klage soll zunächst ohne Anwalt eingereicht werden. Ggf. Vertretung bei einem evtl. Berufungsverfahren (Begleitung des Berufungs-Verfahrens) Mate...

...external customers can sign up, sign in, and manage their profiles. • Build responsive, user-friendly screens with interactive forms that validate inputs on the fly and surface contextual help. • Implement real-time data updates—when a customer submits or edits a record, everyone with access should see the change without refreshing. • Orchestrate the necessary Power Automate flows for data processing, notifications, and error handling. • Package the solution for easy deployment to production and provide concise hand-off documentation. Acceptance criteria 1. A demo environment where I can create a test user and complete an end-to-end journey (sign-up → form submission → instant data refresh). 2. No security warnings from the Microso...

We are looking for a developer to build an AI Vision analysis pipeline. The system will automatically process multiple types of video and image sources (not limited to any specific platform), perform scene detection, frame extraction, and Vision AI analysis. Experience with FFmpeg-based video processing and Vision AI model integration is preferred. The project scope includes data ingestion, visual analysis, storage, and automation workflow integration. Long-term collaboration is possible, and final scope and timeline will be defined by mutual agreement.

I need two separate low-voltage (1–30 V) boards laid out in KiCad that handle power-switching duties through relays. Their sole purpose is reliable power management—no signal processing or data lines involved—so the focus is on clean routing, adequate trace widths for the load, and proper relay footprints. • place and route with good separation between control logic and switched rail • generate Gerber/ODB++, drill, pick-and-place, and BOM files for both boards • deliver the complete KiCad source so I can tweak parts later if needed All parts used to be through JLPCB Please keep component libraries either native or clearly documented so I can open everything without errors. I’ll review the board files in KiCad, run ERC/DRC, and accept on...

...mobile platform that combines rewarded ads, a multi-level referral system, and multiple payment wallet integrations. The system must prioritize fraud prevention, financial security, and smooth user experience. Core Features 1. Secure Payment Integrations The platform must support deposits and withdrawals through EasyPaisa, JazzCash, and USDT (TRC-20). The admin panel should allow both automated processing and manual approval for higher-value transactions to maintain security and prevent abuse. 2. Anti-Fraud & Bot Protection Strong protection against fake users and automated activity is essential. This includes Invisible reCAPTCHA v3 to silently filter bots, strict server-side ad verification to detect skipped ads or auto-click tools, and automatic permanent bans for viola...

...now needs a focused round of improvements. My immediate priority is the payment system: I want a one time subscription option configured end-to-end, keeping the door open for monthly, quarterly or annual plans and a free-trial mechanic that I can switch on later. This includes product setup, workflow tweaks, invoicing logic and whatever Stripe or Braintree hooks are required inside Bubble. In parallel, every task created in the CRM has to appear automatically in Google Calendar for the assigned user. I already have a Google account ready; what I need from you is the full OAuth handshake, event-creation workflow and a way to keep edits in sync both ways so users always see the latest due date. Finally, a handful of buttons and on-screen actions need to be relabelled or repurpose...

I’m launching a new online presence that has two fronts moving forward in parallel: an engaging website built around interactive fundraising campaigns and a punchy advertising video that drives traffic to it. The website must be visually polished, intuitive on desktop and mobile, and able to host dynamic fundraising activities where visitors can track progress, contribute instantly, and share results on social media. At the same time, I need a short‐form video commercial—think 30-60 seconds—that captures the spirit of these campaigns and pushes viewers toward the site. High-energy motion graphics, a clear call-to-action, and platform-ready exports for Instagram, TikTok, and YouTube are essential. Deliverables • Fully responsive website design and build, ...

...integration with camera-based measurement with cloud-based data storage in a GDPR-compliant manner 5. Scientific Background Advantage if the proposal includes: psychological or health science validation HRV-based stress models integration of nature-connection research pilot study plan 6. Expected Deliverables Applicants must submit: working prototype or MVP system architecture description biofeedback processing model AI logic UX concept data protection plan 7. Target Users people living in urban environments users seeking stress-reduction tools wellbeing program participants corporate wellbeing use cases preventive health programs 8. Future Application Areas digital preventive health insurance prevention programs workplace wellbeing systems smart city wellbeing modules...

...attached SOW, including (but not limited to): Document upload & processing (PDF, OCR, Office formats) AI translation engine integration Layout & formatting preservation In-browser editor and review interface Export to PDF / DOCX / PPTX / XLSX Team collaboration & role-based access Credit-based billing system (Stripe or equivalent) User & admin dashboards Security, privacy, and compliance requirements API & webhook support Deployment & DevOps considerations Applicants are expected to propose an implementation approach aligned with the SOW. Required Experience We are looking for senior-level expertise. Please apply only if you have experience with: Full-stack web application development (SaaS) Complex document processing (PDFs, OCR, la...

...Summary We require an experienced Linux professional with strong shell scripting expertise (Bash or Korn Shell) to develop, execute, maintain, and optimize automation scripts in a production environment. The scripts support high-volume batch processing workflows, including file ingestion, validation, execution monitoring, and cleanup. This is a live production system requiring reliability, performance, and structured implementation. Scope of Work 1. Shell Scripting Development * Create, modify, and optimize Bash/KSH scripts * Automate batch processing workflows * Implement structured logging * Implement proper exit codes * Add robust error handling and retry mechanisms * Ensure scripts follow enterprise coding standards 2. Script Execution and Monitoring * Configure ...

...classification) - **Architecture**: 24 independent MLP models (8 per key component) - **Network Structure**: - Input: 100 Points of Interest (POI) - Hidden Layer 1: 400 neurons + ReLU + Batch Normalization - Hidden Layer 2: 200 neurons + ReLU + Dropout (0.3) - Output: 16 neurons + Softmax - **Optimizer**: Adam (learning rate = 1e-3) - **Loss Function**: Categorical Crossentropy - **Pre-processing**: Z-score normalization, Sum of Absolute Differences feature selection ### Current Issue The pipeline achieves: - Training accuracy: >99.2% - Attack success (known inputs): 100% with single trace - Attack success (blind traces): 100% with single trace (using hypothesis solver) **However, the recovered 3DES keys for blind traces are cryptographically inva...

...API. - **Anti-Detection:** Mandatory use of `playwright-stealth` and `ghost-cursor`. - **Target Platforms:** Google ImageFX, Adobe Firefly, Groq, etc. ## 3. Core Functional Requirements (Must-Have) ### A. Worker & Queue System (The Engine) - **Batch Processing:** Ability to process 400+ prompts in a single session. - **Sequence Indexing:** Every generated file must be named with a leading index (e.g., ``, ``) to maintain order. - **Status Tracking:** Each task must have a status in Supabase: `pending`, `processing`, `completed`, or `failed`. - **Auto-Retry for Failures:** The system must identify `failed` tasks and allow a one-click "Retry All Failures" function to complete the missing indices. ### B. Scalable Plugin Architecture - **JSON-Based Logic:** Do...

...need a sleek, mobile-responsive five-page website for my local bakery, built on WordPress and coded with clean HTML5/CSS3. To kick things off, please present three distinct, modern design concepts; once I share my feedback, refine the winning look into final mock-ups and then move straight into development. Key functionality • Online ordering form with customer login / signup, secure payment processing, and real-time order tracking • Seamless WordPress integration so I can update menus, photos, and blog posts myself • On-page SEO best practices baked in from the start (semantic markup, optimized images, meta data, and fast load times) Deliverables 1. Three initial design concepts in Figma or Adobe XD 2. Final approved desktop + mobile mock-ups 3. Full...

Freelance AI & Predictive Maintenance Expert (Vibration Analysis) We are looking for a speciali...Skewness; Frequency-domain: FFT, PSD). Model Development: Build and train Machine Learning models (e.g., Random Forest, XGBoost, or LSTM) for failure prediction and anomaly detection. Signal Processing: Apply signal processing techniques to distinguish between operational noise and actual mechanical degradation. Validation: Evaluate model performance using precision/recall metrics focused on reducing false positives in a factory setting. Required Qualifications Proven track record in Predictive Maintenance (PdM) or Industrial AI. Deep expertise in Python (Pandas, Scikit-learn, SciPy, or Signal Processing libraries). Strong experience in Time-Series Analysis and ...

...numerical modeling (SciPy optimize or similar) Ability to clearly explain statistical calibration logic Clean modular code architecture skills If you cannot explain: Weighted least squares regression Constrained nonlinear optimization Regularization to prevent overfitting Residual minimization logic Please do not apply. Preferred Experience GC-MS, LC-MS, chromatography, or spectral data processing Peak alignment techniques NIST or compound library matching Background in analytical chemistry, engineering, or physics Experience building internal scientific R&D tools Project Structure Phase 1: GC-MS parser CAS normalization Peak alignment Structured dataset engine Phase 2: Marker-aware similarity scoring Statistical response factor estimation (regression-b...

...multiprocessing.shared_memory Memory-mapped buffers Lock-free ring buffer architecture Reason: Standard queues introduce locking and object allocation overhead, increasing latency. The target is sub-millisecond internal communication between signal generator and execution engine. Latency Measurement The system must measure: End-to-end order placement latency Round-trip time (RTT) Module processing time Using: time.perf_counter_ns() Latency histogram logging This data must be streamed to the dashboard. Order Execution Logic The system should: Prefer passive limit orders Include 200ms cancel logic Manage Order-to-Trade Ratio (OTR) Implement controlled order flooding logic (compliant with broker rules) This is not a simple market order bot. FRONTEND REQUIREMENT...

...and printable labels • Basic SEO options and fast page-load performance Deliverables: 1. Fully functional site installed on my hosting or on a managed platform of choice 2. Theme customised to reflect my brand colours, logo, and typography 3. Wishlist feature tested across major browsers and devices 4. Administrator handbook (PDF or short Loom video) covering product uploads, order processing, and basic maintenance I’ll supply product data, imagery, and copy; you handle the build, configuration, and quality assurance. Once everything passes final UAT, we can talk about phase-two enhancements like product reviews....

...simple chatbot or automation project. This is a scientific data processing and algorithm development project. Responsibilities Parse GC-MS peak lists (CSV / Excel exports) Implement compound matching logic (CAS-based matching) Normalize peak area percentages Develop similarity scoring algorithms Identify marker compounds and decision rules Create probabilistic ingredient combination models Generate optimized recipe outputs (percentage-based, normalized to 100%) Structure the system in a modular and scalable Python architecture Build clean, documented code suitable for long-term expansion Required Skills (Mandatory) Strong Python programming experience (3+ years) Advanced Pandas & NumPy knowledge Scientific data processing experience Experience working w...

We are looking for a skilled freelancer/server consultant with strong experience in Linux servers and AWS cloud infrastructure to help us build and optimize a parallel video clip rendering system. Project Overview: We run a video processing platform where multiple users generate video clips at the same time. We need expert support to design and configure a high-performance, scalable, and stable server setup for smooth parallel rendering. Required Skills: Strong experience with Linux server administration Expertise in AWS cloud services Experience with FFmpeg and video processing pipelines Knowledge of parallel processing (workers, queues, Celery, etc.) Server performance tuning & optimization Load balancing and resource management

I'm seeking a dedicated Junior Accountant to support our finance and operations team in a fast-paced food service environment. The ideal candidate should be detail-oriented, organized, and capable of managing day-to-day accounting tasks. Key responsibilities include: - Accounts Payable/Receivable - Payroll Processing - Bank Reconciliation - Tallying and mailing responses in a professional manner Ideal skills and experience: - Experience in accounting, preferably in food service or similar fast-paced environments - Proficiency in accounting software - Strong organizational and multitasking abilities - Excellent attention to detail If you are a motivated individual with a passion for finance and a knack for numbers, I would love to hear from you.

Project/Task Description: This is the scope of work per the woo commerce agent... WooCommerce Healthcare Platform - Developer Requirement...to agents • Configure commission payout request system Dashboard Configuration • Customer payment history visibility • Sales agent earnings tracking • Business team member management • Admin commission payout processing • Subscription renewal automation Testing Required • Individual subscription signup flow • Business team member invitation process • Sales agent commission calculation • Payment history display for all user types • Payout request submission and processing Training & Documentation • Admin system management walkthrough • Basic user role explanation • C...

I need an educational/demo circuit design featuring a 0.625" (15.875mm) circle. Requirements: - 4 sets of SMD resistors connected to a blue LED. - All sets powered and grounded in parallel. - Each Resistor and LED set run in an X shape 5mm outward from the center mounting hole - 5 mounting holes (1mm), arranged as follows: - 1 in the center - 4 at 6.75mm from the center in a + shape - Powered by 5V - Power input via solder point Ideal Skills & Experience: - Experience with SMD components - Circuit design knowledge - Proficiency in working with 5V power systems Extra: I cannot for the life of me figure out how to correctly design a PCB, but the attached picture is my general design if instructions are unclear. I designed it with SMD 1206 (3.2mmx1.6mm) Blue LEDs in mi...

...execute through TestNG, and generate rich reports with either Extent or Allure—whichever you feel gives the clearest insights. Parallel execution is a must, and every test should run reliably on Chrome, Firefox, and Edge. Running the suite in headless mode isn’t required for now. A tidy repository structure, meaningful package naming, and a well-commented README are just as important to me as the code itself, so please factor that documentation time in. All work will be version-controlled in a new GitHub repository that you initiate and populate with an agreed branching model. Deliverables • Maven-based Java project implementing POM • TestNG configuration enabling parallel runs • Integrated Extent or Allure reporting • Cross-browse...

I'm seeking a dedicated Junior Accountant to support our finance and operations team in a fast-paced food service environment. The ideal candidate should be detail-oriented, organized, and capable of managing day-to-day accounting tasks. Key responsibilities include: - Accounts Payable/Receivable - Payroll Processing - Bank Reconciliation - Tallying and mailing responses in a professional manner Ideal skills and experience: - Experience in accounting, preferably in food service or similar fast-paced environments - Proficiency in accounting software - Strong organizational and multitasking abilities - Excellent attention to detail If you are a motivated individual with a passion for finance and a knack for numbers, I would love to hear from you.

I have a Raspberry Pi 5 paired with a HealthyPi 5 HAT on my bench and I w...source code and requirements file. 2. Systemd (or similar) service so it autostarts on boot. 3. Read-me with setup steps I can rerun on a fresh SD card. 4. Quick demo video or screen recording proving the conversation flow. Acceptance criteria • “Give me a status update” is recognized reliably in a quiet room. • Spoken and on-screen advice corresponds to live HealthyPi readings. • All processing functions with Wi-Fi disabled after install. Timeline & next steps I need this wrapped up inside two weeks. Let me know your availability, estimated hours and rate, and we can kick off right away. Remote testing is fine, and I’m happy to ship logs or run extra diag...

Build a small reliability-critical relay service between **TradingView webhook → SignalStack execution**. The service must: 1. Receive webhook JSON 2. Forward it unchanged to SignalStack 3. Log each event into an auto-growing CSV dataset (Excel-ready) 4. Prevent duplicate processing 5. Run continuously and safely (24/7 trading environment) This is infrastructure plumbing — not a trading bot, UI, or analytics system. Example Input ```json {"symbol":"CADH2026","quantity":1,"action":"buy","strategy_code":40217,"position_id":"40217_17022026_0600","bucket":"IW_LONG"} ``` Extra fields may appear and must not break forwarding. --- Requirements -Webhook Endpoint * POST `/...

...switches between on-device local processing and cloud analysis using Gemini 2.0. This application is an R&D prototype that must be **Play Store Ready**, with a heavy focus on background stability and thermal management. **Important:** The ultimate goal is to port this architecture to an Android-based smart glasses OS (AugmentOS), so the code must be hardware-agnostic. **Technical Specifications:** **1. Multimodal Pipeline (Camera + Audio):** * **Video Capture:** Implement **CameraX** to ensure maximum compatibility across Android OEMs. The system must capture high-resolution frames for AI analysis while maintaining a preview stream. * **Audio Capture:** Implement `AudioRecord` or `MediaRecorder` to capture high-quality voice input and ambient sound in parallel with...

...the Elegoo Centauri Carbon Slicer to see if it has any problems with the 3D design. That way you can see what might need to be corrected before it is ready for a test print. I will need time to test print this when it is done. Deliverables • Native Blender file (3MF or stl) • Watertight 3mf and stl ready for 3D printing • Brief notes on print orientation, preferred material, and any post-processing tips I’ll provide additional sketches/images and dimensions as soon as we kick off. If you’re comfortable turning imaginative forms into practical, printable objects, let’s make this sculpture-tool hybrid a reality. The handle must be able to screw and unscrew into the base and be strong enough to not break when being used. It must have all de...

...companion mobile apps. The scope covers both the backend and frontend of the website, any essential plug-ins, plus fully fledged iOS and Android applications that mirror the web experience. The core of the project is an online booking system. Clients must be able to see real-time availability, reserve a slot, and pay securely on the spot. Calendar integration, automated reminders, and payment processing are must-haves, not nice-to-haves. Here’s how I picture the rollout: • Responsive service website (frontend + backend) • Integrated booking engine with calendar sync, instant payments, and reminder automation • Native or cross-platform iOS and Android apps that replicate all key web functions • Clean admin dashboard for managing services, schedul...

...NON-FUNCTIONAL REQUIREMENTS * Responsive design (mobile-first) * Fast loading (<3s initial load) * Real-time AI feedback (<1s latency) * Modular and clean codebase * Scalable architecture --- IDEAL CANDIDATES We are open to: * Full-stack developers * AI/ML engineers (pose estimation experience) * Small teams for faster delivery Experience with any of the following is a plus: * Real-time video processing * Fitness or health apps * AI in browser environments * SaaS architecture --- DELIVERABLES * Production-ready web app (MVP) * Clean, modular codebase * Documentation for setup and deployment * Basic testing and performance validation --- FUTURE SCOPE (NOT REQUIRED BUT GOOD TO DESIGN FOR) * Mobile apps (React Native / Flutter) * Wearable integrations * Multilingua...

...small-area study site and have already assembled the core inputs—detailed topographic surveys, recent hydrological records and the full set of infrastructure layers (culverts). With these datasets in hand, I now need a complete hydraulic model built from the ground up. HEC-RAS or IBER is preferred Deliverables I’ll be reviewing: • The native model files and any custom scripts or pre-/post-processing tools. • A concise run set that demonstrates the model is stable and free of errors. • Exported results (water levels, velocities, flood extents or hydraulic grades, depending on the engine used) in both GIS-readable layers and a short explanatory memo outlining key assumptions, boundary conditions and any calibration steps. Acceptance criteria: the...

I have a set of Automation Anywhere A360 bots that currently handle web automation, Excel processing, and email handling. I now need every one of those workflows rebuilt in Microsoft Power Automate—both the cloud flows and Desktop (PAD) components—while preserving the same business logic and performance. Here is the flow of work I expect: 1. Analyse the existing A360 packages to capture every step, variable, credential, and dependency. 2. Re-create each bot inside Power Automate, introducing structured error handling and logging so exceptions are surfaced clearly in run history or via alerts. 3. Set up test cases, walk through them with me, and adjust until each migrated flow produces identical results to the original A360 version. 4. Package the final solutions ...

...and image persistence for 100% offline browsing with an Auto-Purge mechanism (TTL or manual) to manage storage. Deliverables Azure Function & Logic App: Code and definitions for image processing and folder monitoring. Power Apps (.msapp): Region & Catalog selection screens. Global Sync screen with a real-time progress bar (0 to 100% for the whole region). Consultation screen with a high-performance horizontal swipe gallery. A home screenshot example is provided Handover: Brief documentation on the JSON structure and cache management. Requirements Proven experience with Azure Functions for image processing. Mastery of Power Apps memory management (SaveData, LoadData, RAM optimization). Deep understanding of offline-first architecture and Intune deployment.....

...self-contained microservice with a well-defined REST API to ensure seamless, scalable, and repeatable integration into the main platform. Performance and reliability targets define the acceptance criteria for this engagement: • Sustain 500–1,000 API send requests per second under steady load • Gracefully absorb burst traffic up to 3,000 TPS via queue buffering without message loss • Maintain callback processing latency below 2 seconds end-to-end • Enable deployment rollback within 2 minutes with service continuity • Provide automated retry handling and dead-letter workflows for failed messaging jobs • Deliver queue, database, and API observability sufficient for rapid fault diagnosis Framework of the project Frontend • Framework: React...

...engineering, model selection, and caching strategy, then tighten it so the generated questions better match source material and difficulty settings. • Extend functionality: additional question types (e.g., drag-and-drop, image-based), adjustable Bloom-taxonomy levels, and richer summary formats with highlights and key-takeaway flash cards. • Streamline response times and cost: optimize batching, parallel requests, and intelligent result caching; profile Node/Express endpoints and fine-tune PostgreSQL queries to remove bottlenecks. Acceptance criteria • At least a 20 % decrease in average generation latency under load testing. • Observable accuracy lift demonstrated through an evaluation set I provide. • All new endpoints fully covered by unit and...

...optimized for fast loading without slowing the website. Video hosting strategy should be cost-efficient and SEO-friendly. D. Complete E-Commerce Functionality Secure shopping cart Fast and frictionless checkout Guest checkout option Multi-payment gateway integration Razorpay / Stripe / PayPal (or equivalent secure solutions) UPI, credit/debit cards, net banking PCI-compliant payment processing Inventory management Bulk ordering for clinics and distributors Coupon & discount system Wishlist Order tracking Customer dashboard Payment integration must be: Fully encrypted Secure Easy for users Reliable for domestic & international transactions E. Security & Compliance SSL implementation Firewall protection Anti-malware setup Secure database configu...

...browse an accurate transaction history, and send or receive cryptocurrency with on-chain confirmation. Speed and reliability are paramount, so efficient queueing and retry logic will be essential. Public API I need a REST/JSON (GraphQL is fine if you can prove the advantage) layer that provides secure user authentication, up-to-the-minute cryptocurrency exchange rates, and full transaction processing. Token-based auth, rate-limiting, and thorough input validation are non-negotiable. Please document the endpoints in Swagger or an equivalent tool so my front-end team can plug straight in. Administrator control panel Inside the control panel I want granular user management, searchable audit logs, and live system monitoring so I can see node health, memory usage, and pending jo...

Our Pain Point: We are currently receiving industry update emails (DIARY'S LATEST NEWS - DIARY directory), which include important...another condition to determine if the website meets defined criteria. If the website passes this second condition: • A file is copied (likely a template or related document). • The flow waits briefly (delay step). • A new row is added to a structured table (Excel or SharePoint) to log the results, including extracted data and tracking information. If any condition fails, that branch simply stops processing for that item. We attached a handoff prompt from Claude AI explaining what we attempted and what did not work, an excel sheet showcasing the information we would require, and screenshots of a workflow process we attempted to cre...

...Curriculum & Academic Structure Engine TRN / ADIM roadmap Topic sequencing Resource linking (PDF / YouTube / Book ref) Estimated duration Recommended question count 5️ Lesson Management System Level Resource Type Topic Status Video / PDF / Homework link PGN (optional) Repetition flag 6️ Attendance & Compensation Engine Student → Lesson → Status Timestamp Teacher ID Compensation processing Attendance data infrastructure 7️ Lichess & Rating Integration Module Lichess API data retrieval Rapid / Blitz / Bullet / Puzzle Weekly minimum 25 rapid control UKD / ELO storage Rating progression history 8️ PGN Analysis Integration Python analysis module is ready: Stockfish analysis ACPL Blunder / Mistake / Inaccuracy Opening detection JSON...

...for a Linux host (Dockerfile and provided) and follow best practices for retries, back-pressure, reconciliation, and exception safety. Please lean on the official Personio and Microbizz APIs, and feel free to use libraries such as requests/HTTPX, asyncio, or Celery if they help you reach production robustness. Clear separation between initial full import and ongoing webhook processing is essential. Deliverables 1. Clean, well-commented Python source code. 2. Dockerfile and docker-compose setup ready for immediate deployment. 3. Read-me covering environment variables, webhook configuration, and runbook for monitoring and recovery. 4. A short test plan or script demonstrating idempotency and successful retries after simulated failures. If you have battle-tested experience

...execute through TestNG, and generate rich reports with either Extent or Allure—whichever you feel gives the clearest insights. Parallel execution is a must, and every test should run reliably on Chrome, Firefox, and Edge. Running the suite in headless mode isn’t required for now. A tidy repository structure, meaningful package naming, and a well-commented README are just as important to me as the code itself, so please factor that documentation time in. All work will be version-controlled in a new GitHub repository that you initiate and populate with an agreed branching model. Deliverables • Maven-based Java project implementing POM • TestNG configuration enabling parallel runs • Integrated Extent or Allure reporting • Cross-browse...

...and apparel stockists across South Africa. • Promote the above textile products and generate qualified B2B sales leads. • Negotiate pricing, order quantities, and delivery timelines with clients. • Maintain regular communication, build long-term relationships, and support clients in product selection. • Provide updates on market trends. • Coordinate with our export team for smooth order processing and shipment. Eligibility & Requirements • Must be located in South Africa (Johannesburg / Cape Town / Pretoria) with strong local market knowledge. • Experience in textile, apparel, garments is highly preferred. • Strong negotiation, presentation, and communication skills. • Ability to meet monthly sales targets and maintain pr...