Docker compose jobs
...sense to keep latency low • Store transient chat history in a lightweight database or in-memory store for quick retrieval • Offer simple control over system, user, and assistant prompt templates so I can adjust tone or domain-specific guidance without redeploying code Deliverables 1. Source code for both frontend and backend, clearly organised and documented 2. Deployment instructions (Docker or similar) so I can launch on a standard cloud host 3. A short README explaining how to obtain and add my own OpenAI API key, plus configuration for file-size limits and session time-outs 4. Demo URL or video walkthrough showing the chat, authentication flow, and a file upload in action Acceptance criteria: the chat must authenticate a user, let that user drop in a f...
...models, Monte Carlo or agent-based simulation methods (whichever you recommend for accuracy and speed), and a clean API that the front end can query for fresh results. • Interactive UI – a modern single-page app with drag-and-drop widgets, charting/heat-map components, and export options so users can craft their own dashboards and download reports. Security, unit tests, and deployment scripts (Docker or similar) should accompany the code, and clear developer documentation is part of the final hand-off. If you have previous work blending data engineering, machine learning, and rich visualisation, that will help me understand how quickly we can reach production....
I’m looking for a skilled mobile-based photographer who can join me in Palani, Tamil Nadu for a brief 1–2 hour shoot. The end goal is to capture authentic, candid moments rather than posed or highly traditional frames, so an eye for spontaneous storytelling is essential. You’ll need to arrive on location with a capable smartphone or compact setup, compose and shoot a variety of natural-light images, and deliver the edited high-resolution files promptly after the session. If you already work with quick-turnaround mobile editing apps (Snapseed, Lightroom Mobile, VSCO, etc.), please mention that in your response. Let me know your availability for the coming days, your typical file-delivery timeframe, and a link to a small portfolio that shows your candid work.
...OAuth / token-based authentication handling Secure error handling and structured logging AI / LLM OpenAI / Azure OpenAI APIs Function calling / tool calling agents Prompt engineering for structured outputs Retrieval-augmented workflows (optional but preferred) Cloud & Infrastructure Azure (preferred) or AWS/GCP deployment Static outbound IP / networking configuration Containerization (Docker) Environment configuration management Architecture Knowledge Designing middleware integration layers Converting complex APIs into business semantic APIs Handling long-running workflows Designing safe update operations (write vs read actions) Nice to Have Experience in enterprise systems integration Experience with agent frameworks (LangChain, LangGraph, Semantic Kernel,...
...Strong hands-on experience with and Laravel * Proven experience building and consuming REST APIs * Strong SQL/database skills (MySQL or PostgreSQL) * Comfortable with Git-based workflows and high-quality PR reviews * Clear communication and ability to work independently Nice to Have * Experience with auth flows (Laravel Sanctum, NextAuth, etc.) * CI/CD and deployment experience (VPS, Docker, containerized infra) * Performance and security hardening experience * Experience integrating LLM tools and AI-assisted development workflows Hiring Process Stage 1: Written answers to screening questions Stage 2: 15-minute intro call Stage 3: Technical problem-solving interview + system design interview Final Stage: Cultural fit interview If you’re a high-ownership builder who care...
I have a fresh Ubuntu server ready for a clean, secure Nextcloud deployment. I need the latest stable release installed, served over HTTPS with Let’s Encrypt, and the system hardened with sensible measures such as UFW and Fail2ban. Data should live on a separate moun...in popular office suites like Collabora Online or OnlyOffice later, mention that—those may become follow-up milestones once the core install is solid. Deliverables • Fully working Nextcloud instance reachable at my domain via TLS • One administrator account delivered to me securely • Clear, copy-pasteable documentation (or an Ansible/compose file) so I can repeat or restore the setup anytime When you reply, let me know whether you prefer Docker, Snap, or a classic LAMP stack...
...working API must return real-time predictions within agreed latency limits, integrate seamlessly with the current SMTP/ESP workflow, and include logging for compliance review. Final delivery is considered complete when the system runs in production and all documentation passes peer review. Tools & stack Python, scikit-learn or TensorFlow, SQL/NoSQL for data storage, and standard MLOps utilities (Docker, CI/CD) are anticipated, yet alternative libraries are welcome if they meet the same reliability and security standards. Timeline and milestones will be outlined together at project start, with code reviews scheduled at each major checkpoint....
...deployment — I want to fully understand the technical process behind it, including: How to properly structure the project for production. How to connect the trained model to the dashboard. The best architecture choice in GCP for this use case (Cloud Run, App Engine, Vertex AI Endpoint, etc.). How to automate the workflow using GitHub. How to properly configure the environment (requirements, Docker if needed, environment variables). How to manage credentials and permissions securely. How to monitor the application once it is deployed. Additionally, I want to understand how to optimize performance and reduce latency when users interact with the dashboard. Specifically, I am interested in: Reducing inference time. Avoiding reloading the model on every request. Evalu...
...• 3D Image Generator: Generation of glTF/OBJ assets ready for WebGL display, including basic texture baking. • AI-Assisted Video Editor: Browser-based timeline that auto-detects scenes, removes silence, adds captions, and outputs H.264/HEVC. Shared requirements – One codebase that cleanly targets web and mobile (React + React Native, Flutter, or a similar framework). – GPU-ready backend (Docker/Kubernetes on AWS, GCP, or Azure) that can scale each model independently. – Secure user accounts, single sign-on, Stripe metered billing, and a token/credit system common to every tool. – Clean componentized UI/UX; Figma mock-ups are available on request. – Source code in a private Git repo with weekly check-ins. Acceptance criteria ...
...Foreground Service: Use a persistent Foreground Service with a custom notification to ensure the camera session remains active and is not killed by the Android OS during long-running sessions. 4. Real-time Audio Feedback: Integration of the native Text-to-Speech (TTS) engine to provide immediate audio descriptions of the processed visual data. Required Tech Stack: Language: Kotlin (Jetpack Compose for UI). Camera API: CameraX. On-Device AI: ML Kit or TensorFlow Lite. Architecture: Clean Architecture / MVVM (Modular approach is mandatory). Networking: Retrofit/OkHttp + Real-time connectivity monitoring. Deliverables: Fully documented, modular source code. Functional APK/AAB for internal testing. Setup for Google Play Console Internal Testing Track. Performance report (B...
...(Vue) with SSR for SEO Backend Laravel API (PHP) Database PostgreSQL or MySQL Search Engine Elasticsearch or OpenSearch for filtering and search Caching / Sessions Redis Background Processing Queue system for imports, image processing, and notifications Storage S3-compatible object storage for images Infrastructure CDN integration (Cloudflare or similar) Docker-based deployment preferred Admin / CMS Custom admin dashboard for marketplace management Optional headless CMS (Statamic, Strapi, or Directus) for content pages TECHNICAL REQUIREMENTS Mobile-first responsive design Fast loading pages Clean UI/UX Secure authentication Image optimization Email notification system SEO-ready architecture Scalable ...
...site runs on React, so the front-end widget should drop in with minimal rewiring and respect our existing SSO token to identify the parent account. Deliverables • Conversational AI model pipeline with prompt-engineering layer tuned for K-12 homework support • React embeddable chat widget styled to our design system • Backend endpoints for authentication hand-off, moderation, and logging (Docker-ised) • Setup scripts and documentation so our team can retrain or switch models later • Short demo video and test cases showing the bot guiding a student through a sample math and language-arts problem Acceptance criteria – Answers are age-appropriate, step-by-step, and never reveal full solutions on first request – Profanity, personal ...
...addresses for users (HD Wallets). Detects incoming USDC transactions (Chain Indexing). Sweeps funds to a central treasury using EIP-3009 (Gasless Permits) to minimize ETH usage. Provides a secure Admin Dashboard for monitoring and reconciliation. Scope of Work (End-to-End) 1. Architecture & Infrastructure (DevOps) Cloud Setup: Set up the production environment (AWS/GCP/DigitalOcean) using Docker/Kubernetes or robust container orchestration. Security: Configure AWS KMS / HashiCorp Vault for secure key signing (no private keys in DB). Configure firewalls and rate limiting. CI/CD: Setup automated testing and deployment pipelines (GitHub Actions). 2. Backend Development (Node.js/TypeScript) API: Build the REST API (NestJS/Fastify) for merchant payment intents and webhoo...
...(continuous stream, varies by customer). Hourly rate for anything beyond these two fixed scopes. Tech stack: TypeScript, (API/backend), React 18 + Vite (frontend), PostgreSQL + Prisma, Docker Compose, Nginx, MinIO (S3), GitLab CI/CD, hosted on Hetzner (EU/Germany). Key responsibilities: backend auth/authorization patterns (RBAC/ABAC), tenant isolation in DB queries/services, schema + API extensions, frontend entitlement enforcement, HeyGen workflow integration, deployment/CI improvements. Ideal freelancer: proven multi-tenant SaaS experience, strong TS full-stack, Prisma/Postgres, Docker/CI/CD; HeyGen/video pipeline experience is a plus. Collaboration: long-term; deliverables split into milestone package + recurring use-case deliveries + ad-hoc hourly support.....
...password reset, profile update and session management return the exact request/response shapes supplied. 2. Onboarding flow persists all user milestones and is replayable for audit. 3. SQL scripts run cleanly on both MySQL 8 and PostgreSQL 15. 4. Postman or similar collection demonstrates every endpoint, including negative cases. 5. Code passes all tests via Maven and spins up with Docker-Compose in one command. If you’re experienced with Spring Security, JPA/Hibernate and containerised deployment, this should feel straightforward. Let’s discuss any questions you have around edge-cases or timelines so we can get started right away....
Employment Type & Work Location: - Full-time position - Onsite work required - Candidates must be willing to work onsite in Thailand and/o...willing to work onsite in Thailand and/or Indonesia (depending on project assignment) Required Skills: - Strong proficiency in Python - Solid knowledge of SQL - Experience with Git version control system - Good English reading and writing skills Preferred Skills: - Experience with ERP systems and/or eCommerce platforms - Business knowledge such as Accounting or Supply Chain - Experience with Docker Additional Advantages: - Hands-on experience with ERP systems (development and/or functional usage) - Knowledge of JavaScript, HTML, CSS - Demonstrable work on GitHub repositories - Public GitHub repository with proven experience will be a st...
I am ready to give my brand a recognisable sonic identity and need an experienced composer-producer to craft a full-length brand anthem that can live across video openers, live events, and streaming platforms. I will supply brand values, target audience insights, and a rough creative brief once we begin; what I need from you is a compelling musical narrative that instantly feels “us” from the very first bar. Style, tempo, and instrumentation are all open—surprise me with concepts that you believe align with the brand—but the final piece must be fully original, broadcast-ready, and 100 % royalty-free upon hand-off. Please attach a detailed project proposal explaining: • how you will translate brand personality into melody, harmony, and arrangement •...
Job Description: QA Engineer – Cybersecurity Product (Reverse Pro...ranking. Cloud & Security Awareness • Testing in cloud platforms (AWS, Azure, GCP) including virtualized environments. • Understanding of encryption, tunneling protocols, and digital certificates. • Exposure to DevSecOps pipelines and secure deployment practices. • Knowledge of OWASP Top 10 and vulnerability testing tools (e.g., Burp Suite, Nessus). Tools & Platforms • Jira, TestRail, Git, Jenkins, Docker • Monitoring tools (e.g., Wireshark, CloudWatch) • CI/CD integration for automated testing Soft Skills • High attention to detail and analytical thinking • Strong documentation and communication skills • Ability to work independently and collaborativ...
... documentation for setup and usage Required Skills: experience in Playwright with Java understanding of Selenium/automation concepts with TestNG/JUnit in CI/CD integration (Jenkins/GitHub Actions, etc.) of Git version control in framework design and best practices Nice to Have: automation experience 2.Docker knowledge testing exposure Duration: Short-term (with possible extension) Share your previous Playwright (Java) project experience, GitHub profile (if available)...
I’m building a ...providers on or off. • Return typed JSON responses that map neatly to our internal models, with room for future additions like payment gateways, CRMs or an email-marketing platform. • Provide clear OpenAPI/Swagger documentation and a short Postman collection so my testers can hit the endpoints immediately. • Add automated tests (unit + basic integration) and a quick deployment guide; we ship on Docker/Kubernetes, so knowing that ecosystem helps. Acceptance is straightforward: endpoints respond as documented, integrations fire end-to-end in our staging environment, and the doc set is complete enough for another dev to consume without questions. If you already have experience stitching together multiple vendors into one REST layer, we should...
I'm seeking a talented songwriter and composer to help create a song on social issues. The genre will blend pop, soul, and jazz. Requirements: - Craft impactful lyrics addressing social issues - Compose engaging and harmonious music - Experience in pop, soul, and jazz genres - Strong creativity and emotional depth -Help in producing the song -Help in publishing the song Ideal Skills & Experience: - Proven songwriting ability - Proficiency in music composition - Background in social themes in music
...need a rock-solid, production-ready version. Here’s what I’m after: the existing front-end and logic need to be refactored or rebuilt so the platform can handle real traffic, persistent data, and a CI/CD pipeline. I’m open to the tech stack you propose as long as it keeps the recommendation engine fast and explainable. You’ll optimise queries, set up a proper database, containerise the app (Docker or similar), and deploy it to a cloud provider with monitoring and automatic scaling. Testing (unit + integration) should cover the recommendation flow from metadata ingestion to result ranking. Deliverables • Clean, documented source code (Git) • Deployed production instance at with SSL • Automated test suite covering the recomm...
...skill in translating it into a visually engaging piece that feels true-to-life in movement, lighting, and texture. Scope of work • Break the script into an animatic or storyboard we can quickly sign off on. • Model, rig, and animate characters, props, and environments to realistic standards. • Handle texturing, lighting, and rendering so the final piece is polished and classroom-ready. • Compose the final edit with synced dialogue (voice track will be supplied) and basic sound design. • Deliver a high-resolution video file plus the working project files (Blender, Maya, Cinema 4D, or similar). Acceptance criteria • Real-time length exactly matches the script timing. • Movements feel natural and stay consistent with real-world phys...
...The end result should be production-ready, well-documented code that any internal team member can pick up and extend. Deliverables: 1. Initial technical blueprint (module structure, libraries, and dependency diagram). 2. A working MVP featuring authentication and at least one live external integration. 3. Full source code with tests, README, and API documentation. 4. Deployment scripts or Docker setup for staging and production environments. If you have a track record of rolling out enterprise-grade Angular solutions and can walk me through past projects that involved both authentication and complex integrations, I’d love to see your approach and proposed timeline....
...to a single messaging channel—WhatsApp—using the relevant Business API or an equivalent gateway. i need it to work in hebrew im from israel. Once the bot is up, set up these core abilities that I will demonstrate during hand-over: • automatic replies to incoming messages • keyword-driven conversations • hooks for one external REST-style API (so I can expand workflows) If a lightweight Docker approach makes upkeep easier, feel free to use it; otherwise a direct Node.js/Python install is fine. After deployment I want a short screen-share or written guide that shows me how to restart, update and extend the bot, plus two or three quick post-delivery questions answered within the first week. Timeline: ASAP—ideally the same week we start. ...
...and Bittensor online, running on rented H100 GPU servers. I already have the hardware allocated and wallets ready; what I need is an engineer who can take the nodes from zero to profitable operation and then keep them humming. Key tasks • Provision and secure each H100 instance, configure networking, firewalls, SSH keys and wallets • Containerise the stacks with Docker (Kubernetes or Podman are possible later, but Docker is fine for the first iteration) • Tune CUDA-level settings so every GPU cycle counts and rewards are maximised • Build simple Bash or Python scripts that monitor logs, restart on failure and push basic alerts • Produce step-by-step documentation so the setup can be replicated or audited at any time Acceptance criteria ...
...write seeders to keep test data in sync. Deliverables – Updated Blade templates, SCSS/JS assets, and component files – Revised PHP controllers, models, services, and feature tests – Version-controlled migrations and seeders – Clear commit messages and a short change-log so I can follow what changed at a glance Everything is versioned in Git; you’ll get access to a staging branch and a Docker setup for local runs. Once the tasks above are complete and unit tests pass, we’ll merge to production together. If you have tackled full-stack Laravel upgrades before—especially projects requiring UI tweaks, business-logic extensions, and schema changes all at once—I’ll gladly prioritise you. Feel free to point me to live examp...
...concerns, meaningful commit history, and no hard-coded secrets. Specific deliverables • Full-stack application with basic credential login • Validated input form, high-precision calculation engine, and instant PDF / XLSX export • Activity-logging layer capturing user, timestamp, and input set for each run • Admin endpoint or simple UI to pull logs for audit purposes • Deployment guide (Docker, Heroku, or similar) plus thoroughly commented source in Git Acceptance criteria Results must replicate my reference outputs within ±0.1 %, exports must follow the layout I provide, and the audit log must prove every calculation can be traced back to a unique user action. If you’re comfortable translating engineering formulas into clean, tes...
I’m running Ubuntu Server 22.04 on a Hostinger VPS and need a clean, dependable way to spin up Cal.com. Docker is not installed yet, so the first step is to get the latest Docker Engine and Docker Compose up and running with their default settings. Once Docker is active, I’d like you to: • Pull the official image (or build from source if that is the current best practice). • Launch the container so it auto-restarts and survives server reboots. • Expose the required ports and, if it simplifies access, wire it to an Nginx reverse proxy so the calendar sits behind my existing domain or a sub-domain. • Hand over the exact commands, configuration files, and environment variables you used, commented clearly so I can repr...
...Node tooling is often faster to implement.) Step-by-step implementation Step 1: Upload DOCX User uploads a DOCX file Backend stores it and creates a template_id DB: templates(id, name, original_docx_path, working_docx_path, created_by, created_at) Step 2: Open DOCX in embedded editor Embed ONLYOFFICE Docs editor in your template page. What you need: ONLYOFFICE Document Server running (Docker is common) Your backend provides: a file URL that ONLYOFFICE can load a callback URL that ONLYOFFICE calls when user saves ONLYOFFICE is designed for this “embed and save back” flow via their Docs API. Step 3: Add placeholders in “editable mode” There are two ways: Approach 3A (fastest): insert placeholder as text Insert exactly {{FieldName}} Example:...
...recording on the camera stream. Speed is critical: I’m targeting sub-100 ms inference per frame on an Nvidia Jetson Xavier, yet I still need accuracy good enough to avoid nuisance alerts in busy scenes. You’re free to choose 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&rsq...
...same work methodology: speed through AI, but with expert human supervision to ensure architecture and scalability. The Tech Stack (Modern & High-Performance): The environment is already configured and running with: Core: PHP 8.4, Laravel 12, Laravel Octane. Server/Runtime: FrankenPHP, Caddy. Data/Cache: PostgreSQL 17, Redis 8 (with PHP extension), Laravel Reverb. Frontend/Build: Vite. Infra: Docker, Ubuntu 24. Your Profile and Methodology: I am not looking for someone who "copies and pastes" code blindly from ChatGPT. I am looking for an AI pilot. AI-Native Developer: You must know how to create effective and contextual prompts to generate quality code quickly. Quality Control: Your main job is to audit what the AI generates. You must refactor, correct hallucin...
...progressive web apps that run smoothly on Chrome, Safari, Firefox, native mobile wrappers, and Smart TV web engines, supporting adaptive HLS/DASH playback. • Built-in EPG support for live channels and straightforward category navigation for VOD and radio. • Stream security features—tokenised URLs or IP/device locking—to keep unauthorised restreaming at bay. • Clear deployment instructions (Docker or similar) so I can spin the stack up on my own server without hidden dependencies. Acceptance criteria: each platform must play a 1080p HLS test stream for 30 minutes without buffering on a 20 Mbps connection; VOD seeking must respond in under two seconds; radio streams must start in under one second; and all three content types must appear simultaneou...
Full Time position E-commerce Company US Tampa HQ Remote Responsibilities: Odoo 18 Development: Architect and develop custom modules, themes, and features specifically for the Odoo 18 environment. Web & Portal Optimization: Design and implement responsive, user-friendly web pages and portals using OWL, QWeb, and SCSS. ...Python and Odoo ORM. Proficiency in OWL (Odoo Web Library), JavaScript, XML, and CSS/SCSS. Strong experience with PostgreSQL and relational database design. Proficiency with version control (GitHub) and Linux/Ubuntu environments. Experience in building and customizing Odoo Website and e-commerce modules for high-traffic environments. Strong communication and remote work skills Nice to Have Cloud/Docker experience Inventory, manufacturing, or distribution syst...
I have a collection of X-ray studies and I need a robust de...environment setup, training commands, and how to run inference on a single file or a batch. • A trained model file and a simple inference function/CLI that returns the predicted class and confidence score. Acceptance criteria 1. Top-1 accuracy ≥ 95 % on my held-out validation set. 2. No patient-identifiable metadata must be written to disk or logged. 3. The entire project must run inside Docker or a clearly documented virtual environment so I can reproduce the results on my end. If you have prior experience with medical imaging (DICOM handling, pydicom, MONAI, fastai medical add-ons, etc.) that will be a big plus. I’m ready to hand over the dataset and answer any domain questions as soon as we agre...
...workflows, CI/CD pipelines, Git-based collaboration, and security best practices are expected parts of your toolkit. If you prefer an equivalent stack—say Django with React or Laravel with Vue—I’m open to hearing why it’s the best fit. Deliverables • A responsive, fully functional MVP accessible via the browser • Well-documented API endpoints and database schema • Automated deployment scripts or Docker setup with clear installation notes • Brief but thorough technical documentation covering environment variables, build steps, and future extension points When you reply, please share links to similar projects you’ve shipped, outline the stack you’d propose, and provide a high-level timeline with milestones. Once we f...
...Telegram + LLM stack into a single-command experience. When a user supplies nothing more than their Telegram bot token (and an OpenRouter key for Deepseek), the script should: 1. Pull the latest stable release of OpenClaw. 2. Build and run it inside a Docker container. 3. Spin the container up on Railway via their CLI/API, setting all required environment variables automatically. 4. Wire the bot to speak English only and route every prompt through Deepseek served by openrouter. I am expecting: • A clean Dockerfile (or docker-compose) and a Railway template that work out of the box. • A (or similar) that asks for the two keys and does everything else unattended. • Brief inline docs/readme so any non-technical user can still redeploy....
...delivery logs. Deliverables 1. Responsive front-end (React or Vue preferred) with sign-up, profile, and dashboard pages. 2. Back-end API (Node, Python or PHP—your choice) that performs astronomical calculations, stores preferences in a SQL or NoSQL database, and triggers the alert cron jobs. 3. Integrated email and SMS pipelines, tested end-to-end with sample users. 4. Deployment scripts (Docker or similar) so I can move the stack to AWS Lightsail without drama. 5. Brief hand-over video or document walking me through the codebase and the alert rule builder. Acceptance criteria • Transit and dasha timings match Jagannatha Hora output for five test charts within ±2 seconds. • Good and Bad Nadi transits should be considered i.e. 3rd house, 11th...
We are looking for an experienced DevOps / GitLab CI engineer to design and implement a robust CI/CD setup for a Docker-based application consisting of a backend and a frontend, both living in the same GitLab repository. The goal of this project is to establish a clean, developer-friendly workflow that supports: Automatic internal test deployments (review apps) for feature branches Automated production deployments to a public VPS when code is merged to main This setup should follow GitLab CI best practices, especially GitLab Environments and Review Apps, and be simple for developers to use without requiring manual server access
...React 18 with functional components and hooks, Express 4+, PostgreSQL 14+ with well-structured schemas, and JWT-based authentication. I’m open to Typescript if it speeds development and improves safety. Please containerise with Docker so I can spin the stack up quickly in staging or production. Deliverables • Source code for frontend and backend in separate folders • Tailwind css • Database schema and seed scripts • Role-based access control implemented and documented • Unit/integration tests for critical endpoints and components • Deployment guide (Docker Compose or equivalent) Acceptance I’ll consider the project complete once I can pull the repo, run a single command, and land on a login screen; then, log...
...Acceptance criteria 1. Track RSVPs accurately and store them persistently. 2. Automated reminder messages send at configurable intervals. 3. Generate a downloadable CSV or similar report on demand. 4. Add and deduct points from each user’s wallet with a secure admin command. 5. Users can view their balance and points history at any time. 6. Full source code plus a clear deployment guide (Docker, serverless, or your preferred stack). If you have experience with WhatsApp Business API, Twilio, or comparable gateways, and comfortable with Node.js, Python, or similar for bot logic and database integration, this should be straightforward. I’m happy to discuss implementation details, hosting preferences, and any questions you have before we start....
...scalability Implement auto-scaling, load balancing, and zero-downtime deployments Manage CI/CD-based application releases Ensure security best practices (RBAC, secrets, network policies) Troubleshoot and resolve production issues Required Skills & Expertise Strong hands-on experience with Kubernetes (K8s) cluster management Experience managing B2C applications in production Proficiency with Docker and containerization Experience on cloud platforms (AWS / Azure / GCP) Knowledge of Ingress, load balancers, and monitoring tools Strong problem-solving and operational skills Good to Have Helm, Terraform, or Infrastructure as Code experience Experience handling high-traffic applications On-call / production support experience Experience Level 3+ years of relevant K...
...prompt-engineering workflows so models transition smoothly from notebook to production API. — Document findings in concise experiment reports and integrate successful models into our existing CI/CD pipeline. Deliverables 1. A living benchmark report that ranks at least five candidate models per task on accuracy, latency, and cost. 2. Clean, reproducible training scripts plus environment files (Docker/Conda) for every retained model. 3. Modular inference endpoints or notebooks demonstrating: • coherent long-form text generation, • reliable sentiment scoring on unseen data, • fluent bidirectional translation for at least two language pairs. 4. A short roadmap outlining next-step research opportunities and expected gains. Acceptance cr...
...queue/worker strategy, and a managed database cluster. • Automate the build with IaC (Terraform or CloudFormation preferred) and CI/CD so every merge to main spins up identical environments. • Hand over clear run-books and monitoring hooks (CloudWatch, Stackdriver, or Azure Monitor) so the team can respond before users ever notice an issue. Everything should be containerised where sensible—Docker and docker-compose already live in the repo—while still leaving room to scale into Kubernetes if traffic dictates. I will provide repository access and a brief walkthrough of the current deployment process; from there I expect iterative checkpoints until we hit a zero-downtime cut-over. If tightening recovery time objectives, scripting blue-green...
...technical decisions in simple terms • ❌ We will NOT tell you exactly how to code • ❌ We will NOT understand everything you do (at first) • ❌ We will NOT provide detailed technical specs Not a fit if you: • Need detailed requirements documents • Require senior developer oversight • Can't make technical decisions independently • Need someone to review your code • Expect us to know what "Docker" or "API endpoint" means Perfect fit if you: • Comfortable translating "I need customers to upload invoices and see results" into working software • Can build, deploy, and maintain entire applications solo • Make smart technical choices and explain why • Self-sufficient and resourceful...
...approach — as long as the final solution is headless, resilient to minor layout changes, and respectful of Iberia’s rate limits. Only flights that are bookable with Avios need to be captured; no hotel or car-rental data is required. Deliverables • Clean, modular Python code (FastAPI or Flask preferred, but I’m flexible) • Fully documented endpoints in OpenAPI/Swagger format • Dockerfile and docker-compose so I can run the stack locally or in staging with one command • README covering setup, environment variables, and common troubleshooting steps • Postman (or similar) collection showing successful auth and a sample Avios search Acceptance criteria 1. A GET /search endpoint returns accurate Avios flight data for a giv...
...(Commission-Based) I am an experienced Full-Stack AI & Software Engineer with strong hands-on expertise in building production-ready systems, including: AI / LLM Development (OpenAI, Gemini, LangChain, RAG, AI Agents) Machine Learning & Data Science (Python, Pandas, NumPy, Scikit-learn) Backend Development (Python, Node.js, REST APIs) MERN Stack (MongoDB, Express, React, Node.js) DevOps & Deployment (Docker, CI/CD, Cloud hosting) Automation & AI Chatbots (WhatsApp, Web, CRM integrations) I deliver scalable, high-quality solutions with clear communication and on-time execution. Role: Client Acquisition Partner I’m looking for a motivated, reliable partner who can bring genuine AI / software development projects. Your Responsibilities Find and connect wi...
...or network partitions. The scope includes mapping Fabric’s block and state data structures to a CockroachDB schema, wiring the peer so that commit and endorsement steps call the database seamlessly, and validating the design with a small multi-region testnet. CockroachDB will act strictly as the ledger store; MSP and other services remain unchanged. Deliverables • A runnable PoC network (Docker Compose or Kubernetes) showing Fabric peers committing blocks that immediately surface in CockroachDB tables. • Updated chaincode sample proving that standard read/write sets still behave correctly. • Automated tests that halt or partition nodes to prove data remains consistent. • Clear setup notes so I can reproduce the environment from scratch. ...
...approach — as long as the final solution is headless, resilient to minor layout changes, and respectful of Iberia’s rate limits. Only flights that are bookable with Avios need to be captured; no hotel or car-rental data is required. Deliverables • Clean, modular Python code (FastAPI or Flask preferred, but I’m flexible) • Fully documented endpoints in OpenAPI/Swagger format • Dockerfile and docker-compose so I can run the stack locally or in staging with one command • README covering setup, environment variables, and common troubleshooting steps • Postman (or similar) collection showing successful auth and a sample Avios search Acceptance criteria 1. A GET /search endpoint returns accurate Avios flight data for a giv...
