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United Arab Emirates
$50/hr
$20K+ earned
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🔹 Helping startups and enterprises build smarter, scalable web platforms with Python & AI.
With 14+ years of experience in full-stack web development, I specialise in building robust backend systems, intelligent process automations, and AI-integrated web apps using Python, Django, and FastAPI.
Whether you're looking to enhance your product with chatbots, recommendation systems, or predictive analytics, or simply want to streamline your operations with automation and API integrations, I can help.
________________________________________
✅ What I Offer
• AI-Powered Web App Development
• Custom API Development & Third-Party Integrations
• Automation & Workflow Optimization (RPA, bots)
• SaaS & MVP Development
• DevOps & Cloud Infrastructure
________________________________________
🧠 AI & Intelligent Automation Capabilities
• Integrating OpenAI (ChatGPT, Whisper, DALL·E) into apps
• Building chatbots and virtual assistants (Dialogflow, GPT-based)
• Automating workflows with Python + AI
• Data cleaning, transformation & visualization for ML readiness
• Smart notification systems, dynamic pricing, predictive actions
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🛠️ Core Tech Stack
Languages & Frameworks
Python, Django, FastAPI, Flask, JavaScript, HTML/CSS
AI & Data Tools
OpenAI API, Hugging Face, TensorFlow (basics), Pandas, NumPy, Scikit-learn
Infrastructure & DevOps
Docker, Celery, Redis, AWS, DigitalOcean, GCP, Azure, Heroku
Databases
PostgreSQL, MySQL, MongoDB
Integrations
Stripe, PayPal, Zapier, Twilio, Google APIs, REST & GraphQL
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🏥 🏦 🎓 Industries I Serve
• Healthcare – Patient platforms, smart scheduling, clinical automation
• Fintech – Secure portals, AI-powered insights, fraud detection hooks
• EdTech – Personalized learning, intelligent content delivery
• Logistics & Mobility – Real-time tracking, predictive dispatching
• FoodTech – Smart ordering, dynamic pricing engines
• Manufacturing – Process digitization, AI alert systems
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👨💼 Soft Skills & Team Collaboration
• Agile delivery using JIRA, Trello, YouTrack
• Clear async communication via Slack, Skype, Zoom
• Follows PEP8, TDD, clean architecture
• Fast turnaround, proactive blocker resolution
________________________________________
💬 Let's Build Smarter Software
You're not just hiring a developer — you're gaining a strategic technical partner. I help clients future-proof their platforms with automation, AI, and clean code.
📩 Let’s connect — I’d love to hear about your project.
$10/hr
$100+ earned
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Need a reliable full-stack developer to build a modern web application or scalable API?
I’m a Full Stack Developer specializing in Node.js, React, NextJS, TypeScript, PostgreSQL and Supabase, helping startups and businesses build fast, secure, and scalable web applications. I focus on building systems that are easy to maintain, scale smoothly, and remain stable in production.
I care deeply about clean architecture, maintainable code, and performance, ensuring that applications remain reliable as they grow.
🧠 Tech Stack
Frontend
React.js • Next.js • TypeScript • JavaScript • Responsive UI
Backend
Node.js • Express.js • REST APIs • Backend Services
Database
PostgreSQL • Supabase • MongoDB
Infrastructure & Tools
Redis • Docker • Git • CI/CD • Cloud Deployment
Authentication
JWT • OAuth • Single Sign-On (SSO) • Secure Auth Systems
💼 Services I Offer
✔ Full-Stack Web Application Development
✔ Node.js Backend & REST API Development
✔ React / Next.js Frontend Development
✔ Authentication Systems (JWT, OAuth, SSO)
✔ Database Design & Optimization (PostgreSQL, Supabase)
✔ Caching & Performance Optimization (Redis)
✔ Scalable Backend Architecture
✔ API Integrations & Third-Party Services
⚡ Experience Highlights
• Built production backend systems including API services, authentication systems, and scalable data pipelines.
• Implemented zero-downtime Elasticsearch indexing for reliable search infrastructure.
• Built a fault-tolerant AWS S3 upload pipeline with filename sanitization to prevent production errors.
• Integrated Single Sign-On (SSO) into healthcare applications to enable secure authentication across platforms.
💡 How I Work
• Write clean, maintainable, well-structured code
• Build scalable systems that grow with your product
• Focus on performance, reliability, and security
• Communicate clearly and deliver consistently
If you're looking for a Full Stack Developer who can build scalable web apps, APIs, and backend systems using Node.js and React, feel free to reach out.
Let’s build something reliable and production-ready.
$18/hr
100%
Job Success
$80K+ earned
Offers consultations
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I build Python backend systems that hold up as they grow — designed properly from the start, so you're not rebuilding them a year later when traffic or features outpace the original setup.
Most backend problems aren't really about writing code. They come from decisions made early that get expensive later. I focus on getting those right: how the system is structured, how the data is modeled, where the bottlenecks will show up, and what to build now versus what to leave room for. That judgment is what separates a system that scales from one that gets rewritten.
What I do:
Backend & APIs — FastAPI and Django REST, built for real traffic. Versioned, well-structured APIs with proper error handling, pagination, and idempotency — not just happy-path code.
Architecture & scale — Multi-tenant SaaS systems with tenant isolation and role-based access. Structuring services and data flow so the system stays maintainable as it grows, not just on day one.
Data layer — PostgreSQL schema design, indexing, query optimization, and migrations without downtime. Redis for caching and queues.
Async & background work — Celery, event-driven workflows, webhook handling, and retries — the parts that need to keep working when external services don't.
Taking it to production — I deploy what I build: Docker, AWS/GCP, CI/CD, and monitoring. I own the system end to end, so nothing gets handed over half-finished.
When a system needs it, I also cover automation — n8n, Make, Zapier, or custom Python scripts — along with payment and third-party API integrations, so you get a complete build rather than parts to stitch together.
Why hire me:
70+ completed projects, $80K+ earned on Upwork, 5,500+ hours, and consistent 5-star reviews. Recent work includes a recruitment platform handling 50K+ requests/day, a multi-service exam platform, and multi-tenant SaaS systems running in production. The code is clean, documented, and maintainable, and I deliver on time.
If you need a senior engineer to build a backend that stays reliable long after launch — and to make the right calls while building it — message me.
Tech: Python, FastAPI, Django, PostgreSQL, Redis, Celery, Docker, AWS, GCP
$35/hr
100%
Job Success
$70K+ earned
Available now
Offers consultations
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𝐅𝐢𝐧𝐝𝐢𝐧𝐠 𝐚 𝐫𝐞𝐥𝐢𝐚𝐛𝐥𝐞 𝐟𝐫𝐞𝐞𝐥𝐚𝐧𝐜𝐞𝐫 𝐢𝐬 𝐡𝐚𝐫𝐝𝐞𝐫 𝐭𝐡𝐚𝐧 𝐟𝐢𝐧𝐝𝐢𝐧𝐠 𝐚 𝐟𝐫𝐞𝐞𝐥𝐚𝐧𝐜𝐞𝐫
Many clients have experienced the same problem: freelancers who disappear, split their attention across dozens of small gigs, deliver unfinished code, or lack the depth required for complex systems.
I take a different approach.
I do not work on short, simple gigs or one-off tasks. I focus on serious projects where I can contribute long-term, become familiar with the business requirements, and deliver production-ready solutions. My goal is to act as a technical partner, not just a temporary coder.
𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨:
I specialize in backend development, AI systems, automation, APIs, data processing, and scalable Python applications.
𝐂𝐨𝐫𝐞 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬:
* Python
* FastAPI
* Django
* Flask
* SQLAlchemy
* PostgreSQL
* MongoDB
* Docker
* REST APIs
* Git
* AI & Machine Learning
* LangChain
* RAG Systems
* Vector Databases
* AI Agents
𝐖𝐡𝐢𝐥𝐞 𝐦𝐲 𝐩𝐫𝐢𝐦𝐚𝐫𝐲 𝐟𝐨𝐜𝐮𝐬 𝐢𝐬 𝐛𝐚𝐜𝐤𝐞𝐧𝐝 𝐚𝐧𝐝 𝐀𝐈 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭, 𝐈 𝐰𝐨𝐫𝐤 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭𝐥𝐲 𝐰𝐢𝐭𝐡 𝐑𝐞𝐚𝐜𝐭-𝐛𝐚𝐬𝐞𝐝 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐚𝐧𝐝 𝐜𝐚𝐧 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞 𝐟𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐚𝐧𝐝 𝐛𝐚𝐜𝐤𝐞𝐧𝐝 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐢𝐧𝐭𝐨 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬
𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞:
* Focused on long-term, serious projects
* Strong backend and AI expertise
* Production-ready code
* Clear communication
* Scalable architecture mindset
* Reliable delivery and ongoing support
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If you need a reliable Senior Python Developer, AI Developer, Backend Engineer, or technical partner who can take ownership of complex systems and deliver real business value, let's discuss your project requirements and long-term goals.
$70/hr
100%
Job Success
$1K+ earned
Available now
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Senior Full Stack Engineer with 12 years of experience building scalable SaaS platforms, high performance web applications and revenue driven eCommerce systems. I help startups, SMBs and growing companies design, build, and scale modern digital products using technologies like React, Next.js, Golang, Ruby on Rails and WordPress/WooCommerce. And have deep experience in HealthCare SaaS building secure and scalable platforms for healthcare providers and digital health services. My experience ranges from SaaS platforms and API-driven systems to large WooCommerce stores and custom Shopify applications. I focus on clean architecture, performance and long term maintainability.
-Frontend: React, Next.js, Vue, Angular
-CMS & eCommerce : Wordpress, Shopify Apps
-Backend: Python, Ruby, Rails, Golang, Django, API integration, Node.js, php
-Database : PostgreSQL, MySQL, Sqlite, NoSQL, MongoDB, DynamoDB, Firebase
-Servers: AWS, Azure, DigitalOcean, Heroku, Nginx
-Architecture: TDD, OOP, DDD, Functional Programming, high-load systems
- Project Management Tools: Asana, Jira, Trello, Pivotal Tracker..etc
$25/hr
82%
Job Success
$300K+ earned
Available now
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𝐈 𝐛𝐮𝐢𝐥𝐝 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐀𝐈 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧𝐬, 𝐀𝐈 𝐜𝐡𝐚𝐭𝐛𝐨𝐭𝐬, 𝐯𝐨𝐢𝐜𝐞 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐚𝐧𝐝 𝐀𝐈 𝐒𝐚𝐚𝐒 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐭𝐡𝐚𝐭 𝐡𝐞𝐥𝐩 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐫𝐞𝐬𝐩𝐨𝐧𝐝 𝐟𝐚𝐬𝐭𝐞𝐫, 𝐪𝐮𝐚𝐥𝐢𝐟𝐲 𝐥𝐞𝐚𝐝𝐬, 𝐛𝐨𝐨𝐤 𝐦𝐨𝐫𝐞 𝐜𝐚𝐥𝐥𝐬, 𝐚𝐧𝐝 𝐫𝐞𝐦𝐨𝐯𝐞 𝐦𝐚𝐧𝐮𝐚𝐥 𝐰𝐨𝐫𝐤.
I am a senior software engineer with 13+ years of development experience and $300K+ earned on Upwork, now focused on AI automation, AI agents, CRM automation, voice AI, RAG chatbots, OCR/document AI, and SaaS workflow automation.
My edge is simple: I do not build fragile “tool connections.” I build real business workflows with proper API logic, CRM structure, AI decision-making, error handling, human handoff, reporting, and clean data flow.
I have worked on AI voice agents, GoHighLevel and HubSpot automations, WhatsApp AI chatbots, n8n, Zapier and Make. com workflows, Apollo lead generation systems, Shopify abandoned cart recovery, RAG document pipelines, OCR extraction, and SaaS onboarding automation.
If you need an automation that can handle real leads, real customers, messy data, failed APIs, missed follow-ups, and day-to-day business pressure, I can build it properly.
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⬛ 𝐀𝐈 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 & 𝐂𝐑𝐌 𝐖𝐎𝐑𝐊𝐅𝐋𝐎𝐖𝐒
→ GoHighLevel automation for lead capture, missed-call text back, booking, nurture, pipeline updates, SaaS workflows, snapshots, funnels, calendars, Twilio, A2P, and follow-up
→ HubSpot automation for lead routing, lead scoring, lifecycle stages, deal updates, email sequences, sales pipelines, and CRM workflows
→ Salesforce and Zoho CRM automation for lead routing, opportunity updates, task workflows, reporting, sales process automation, and API-based CRM integrations
→ n8n automation for custom workflows, AI logic, webhook handling, API connections, data routing, backend operations, retries, and error handling
→ Make. com and Zapier automation for forms, CRMs, emails, spreadsheets, Slack, Airtable, Calendly, Notion, Gmail, and multi-app business workflows
→ WhatsApp automation using Twilio, WhatsApp Cloud API, OpenAI, CRM triggers, AI replies, booking links, lead qualification, and follow-up flows
→ Airtable, Google Sheets, monday. com, Slack, Notion, Gmail, Outlook, ClickUp, and internal dashboard automation
──────────────────────────
⬛ 𝐀𝐈 𝐀𝐆𝐄𝐍𝐓𝐒, 𝐂𝐇𝐀𝐓𝐁𝐎𝐓𝐒 & 𝐕𝐎𝐈𝐂𝐄 𝐀𝐈
→ AI sales agents that qualify leads, score intent, send follow-ups, book calls, and update CRM pipelines
→ AI voice agents using VAPI, Retell AI, Twilio, ElevenLabs, OpenAI GPT-4o, and GoHighLevel for inbound calls, outbound calls, missed calls, appointment booking, and lead qualification
→ Website AI chatbots, WhatsApp chatbots, Facebook chatbots, support bots, sales bots, FAQ bots, and human handoff flows
→ Internal AI workflow agents using OpenAI, Claude, OpenClaw, Airtable, Slack, APIs, and business data
→ RAG chatbots and knowledge assistants that search PDFs, SOPs, policies, contracts, help docs, websites, and internal documents
→ OCR and document AI workflows for extracting, cleaning, classifying, and syncing data from PDFs, forms, invoices, files, and business documents
──────────────────────────
⬛ 𝐀𝐈 𝐒𝐀𝐀𝐒 & 𝐅𝐔𝐋𝐋-𝐒𝐓𝐀𝐂𝐊 𝐀𝐈 𝐒𝐘𝐒𝐓𝐄𝐌𝐒
→ AI SaaS MVPs using React, Next.js, Node.js, Python, FastAPI, Django, Ruby on Rails, PostgreSQL, MongoDB, Redis, and OpenAI
→ SaaS workflows for onboarding, billing activation, account setup, client portals, notifications, dashboards, support flows, lifecycle automation, and internal operations
→ GoHighLevel SaaS mode, white-label SaaS setup, sub-accounts, snapshots, funnels, calendars, pipelines, Twilio, A2P, Stripe billing, and client onboarding automation
→ AI lead handling systems that reply instantly, qualify intent, tag leads as Hot/Warm/Cold, book appointments, move opportunities, and notify the team only when action is needed
→ Custom backend automation logic when no-code tools are not enough
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⬛ 𝐓𝐎𝐎𝐋𝐒 & 𝐏𝐋𝐀𝐓𝐅𝐎𝐑𝐌𝐒
OpenAI, GPT-4o, Claude, Assistants API, function calling, LangChain, LlamaIndex, RAG, Pinecone, ChromaDB, PGVector, VAPI, Retell AI, ElevenLabs, Twilio, WhatsApp Cloud API, GoHighLevel, HubSpot, Salesforce, Zoho CRM, Pipedrive, n8n, Make. com, Zapier, Apollo, Airtable, Notion, Slack, Gmail API, Outlook API, Calendly, Cal .com, Stripe, Shopify, WordPress, React, Next.js, Node.js, Python, FastAPI, Django, Ruby on Rails, PostgreSQL, MongoDB, Redis, AWS, Docker, and GitHub Actions.
──────────────────────────
✅ 𝐖𝐇𝐘 𝐂𝐋𝐈𝐄𝐍𝐓𝐒 𝐂𝐇𝐎𝐎𝐒𝐄 𝐌𝐄
→ $300K+ earned delivering production systems on Upwork
→ 13+ years of software engineering experience
→ Full-stack ownership from workflow logic to backend, frontend, database, API, and deployment
→ Clean documentation, milestone-based delivery, and clear communication
→ AI-enabled builds that are practical, reliable, and built around real business operations
Associated with
Devbox
$700K+
earned
Germany
$70/hr
100%
Job Success
$100K+ earned
Available now
Offers consultations
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👋 Are you a business leader with great ideas, already exploring tools like Lovable and Claude but need a technical expert to bring them to life?
I'm Ivan, and I specialize in partnering with growing companies to turn their low-code prototypes and business vision into scalable, production-ready applications. You bring the business expertise; I'll handle the heavy lifting to ensure it's built for performance, security, and long-term growth.
Many businesses can build a prototype, but struggle to make it robust. That's where I come in. With 12+ years in full-stack engineering and a deep focus on modern low-code/AI tools, I bridge the gap between your initial concept and a powerful, market-ready solution.
How We Can Partner Together:
🧩 Collaborative Build: You and your team can continue to prototype and design the frontend using tools you love (like Lovable). I'll work alongside you, architecting the backend, setting up scalable databases (Supabase, Xano), and handling complex integrations. This way, your vision is executed perfectly.
📦 Full Development: Have an idea but want me and my team to handle the entire process? I can take your concept from zero to a fully functional, scalable application using the best tools for the job (Bubble, WeWeb, Lovable, custom code, etc.).
Why Partner With Me?
✅ You get a true technical partner: I don't just build; I provide the architectural guidance and technical clarity you're missing. We'll make the right decisions together to ensure your application is a long-term success.
✅ The best of both worlds: You get the rapid iteration and business involvement of low-code, combined with the robust, scalable power of custom code and expert architecture. Your application will be both quick to market and built to last.
✅ Focus on what you do best: You can concentrate on the business logic and user experience, knowing you have a trusted partner handling the complex technical challenges from custom API integrations to secure, scalable backends.
🤝 Ready to turn your vision into a powerful, scalable reality? Let's discuss your project.
Associated with
Connectish
$60K+
earned
$15/hr
$700+ earned
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I’m a Senior Backend Engineer specializing in Python, Django, and REST API development with over 3+ years of experience building scalable, high-performance applications. I help businesses design, develop, and deploy robust backend systems that handle millions of requests seamlessly.
What I Do Best:
Backend Development: Python, Django, DRF, FastAPI
API Design & Integration: REST, WebSockets, third-party APIs
Cloud & DevOps: AWS (EC2, S3, RDS, CloudFront), Docker, CI/CD
Databases: PostgreSQL, MySQL, Redis (Caching & Queues)
Scalable Architecture: Microservices, caching strategies, database optimization
Why Work With Me:
Clean, maintainable, and well-documented code
On-time delivery and transparent communication
Problem-solving mindset focused on client success
End-to-end ownership: from design → development → deployment
If you're looking for someone who can bring your ideas to life, optimize performance, and deliver reliable backend solutions, let’s collaborate!
$19/hr
100%
Job Success
$100K+ earned
Available now
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I help startups and businesses build scalable SaaS platforms, enterprise applications, and full-stack web solutions using C#, ASP.NET Core, React, Next.js, and modern cloud-ready architectures.
I focus on building production-ready systems that are secure, maintainable, and designed for long-term growth.
🧩 Core Expertise
I specialize in building and optimizing:
• SaaS applications and business platforms
• Full-stack web applications using ASP.NET Core and React
• Backend systems with C# and .NET
• REST API development and third-party integrations
• Authentication and authorization systems (JWT, OAuth, Role-Based Access Control)
• Database design and optimization
• Enterprise application development
• Admin dashboards and internal business tools
• Performance optimization and scalable architecture
• Modern frontend development with React and Next.js
⚙️ Tech Stack
Backend: C#, .NET, ASP.NET Core, Entity Framework Core, REST APIs
Frontend: React.js, Next.js, TypeScript, JavaScript, Tailwind CSS
Database: SQL Server, PostgreSQL, MySQL
Cloud & DevOps: Docker, Azure, AWS (basic), CI/CD
Other: Authentication Systems, API Integration, Clean Architecture, Microservices
🚀 What I Deliver
• Scalable SaaS and business applications
• Secure and maintainable ASP.NET Core backends
• Modern React and Next.js frontends
• Production-ready REST APIs
• Authentication and authorization systems
• Database architectures optimized for performance and growth
• Clean, maintainable, and well-documented code
🤖 AI-Enhanced Development Workflow
I leverage modern AI-assisted development tools to improve development speed, implementation quality, and delivery efficiency. This allows projects to move faster while maintaining strong engineering standards, clean architecture, and long-term maintainability.
💡 Development Approach
I don't just write code; I build systems that:
• Scale with growing businesses
• Support real-world business processes
• Prioritize security, performance, and maintainability
• Minimize technical debt from the beginning
• Remain easy to extend and operate over time
🎯 Ideal Clients
I work best with:
• SaaS founders building scalable products
• Businesses developing internal platforms and business applications
• Companies modernizing legacy systems with .NET technologies
• Teams looking for a Full-Stack .NET Developer with React expertise
• Startups needing both backend and frontend ownership
Why clients keep working with me
– Honest time estimates.
– Strong ownership and accountability.
– Clear communication throughout the project.
– Focus on long-term success, not just task completion.
If you're building a SaaS platform, business application, or full-stack web product and need someone who can handle both ASP.NET Core backend development and modern React/Next.js frontend implementation, I'd be happy to help.
C# Developer, .NET Developer, ASP.NET Core Developer, Full Stack Developer, React Developer, Next.js Developer, TypeScript Developer, ASP.NET Developer, Backend Developer, Frontend Developer, REST API Development, Entity Framework Core, SQL Server, PostgreSQL, SaaS Development, Business Applications, Authentication Systems, Enterprise Software Development, Scalable Web Applications
$25/hr
100%
Job Success
$10K+ earned
Available now
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Python backend & scraping engineer who builds data pipelines that survive anti-bot updates — and full-stack apps that ship on time. 4+ years, production-grade code, no guesswork.
I help businesses turn messy or missing data into structured, reliable systems — and turn ideas into working web products.
Recent results:
📊 Real estate data scraping (UK) — built and maintained a large-scale system bypassing anti-bot protection on a major property aggregator, updating daily. Powers a Chrome extension used for rental yield & profitability analysis.
💬 Telegram referral bot (retail chain) — grew to 5,000+ active users; 4,100+ joined via the referral system alone, replacing multiple manual tools with one automated flow.
🔍 Industry-wide data aggregation (semiconductor sector) — coordinated scraping across 100+ websites with different structures and blocking mechanisms, normalized into one centralized database.
🧠 AI + scraping infrastructure (real estate) — built a RAG system that uses past scraping cases to auto-generate new scraper pipelines, plus a computer vision model that calculates apartment area from floor plans. Full DevOps on Azure.
What I bring:
✅ Clean, maintainable architecture — not just "it works," but "it scales"
✅ Anti-bot expertise (Cloudflare, CAPTCHA, rotating proxies, headless browsers)
✅ Full ownership from API design to deployment and support
Core stack: Python, FastAPI, Django, React/Next.js, PostgreSQL, Docker, AWS/Azure, Scrapy/Playwright/Selenium.
Have a project in mind? Send me the details — I'll reply with a concrete plan and timeline within a day.