Are you looking for an experienced Full Stack Python Developer with mastery in Django, ReactJS, React Native, Flask, and NextJS, who can transform your web application ideas into high-performing solutions? Your search ends here! With over 15 years of hands-on experience, I specialize in building robust, scalable, and user-friendly SaaS applications that seamlessly integrate cutting-edge technologies. 🚀 What Sets Me Apart 🚀 ✔️ Python Pioneer: I build powerful and dynamic web applications using Python, adapting its versatility to your business needs. ✔️ Django, Flask & FastAPI Maestro: Leveraging the power of Django, Flask, and FastAPI, I craft secure, scalable, and high-performance web applications that excel in any environment. ✔️ RESTful API Expert: Designing and developing efficient RESTful APIs to ensure smooth communication across systems and applications, enhancing functionality. ✔️ SQL Magician: Skilled in SQL and database management, I ensure secure, organized, and optimized data storage for your application, ensuring scalability and reliability. ✔️ React JS & Next JS Revolutionary: I develop fast, responsive, and dynamic ReactJS user interfaces, and create server-side rendered web apps with NextJS, offering seamless user experiences. ✔️ React Native Specialist: Creating cross-platform mobile applications with React Native, ensuring high performance and smooth user interfaces on both iOS and Android devices. ✔️ Shopify Developer: Expert in building and customizing Shopify stores to ensure optimal e-commerce performance, focusing on user experience and scalability. ✔️ Deployment Dynamo: I excel at deploying applications to production environments with expertise in AWS, Heroku, and other cloud platforms, ensuring smooth transitions and continuous integration. ✔️ GitHub Guru: Skilled in version control using GitHub, ensuring efficient project management, collaboration, and code tracking. ✔️ Socket Sorcerer: Implementing real-time communication using websockets, enabling live updates and enhancing user engagement across your applications. 💁🏽 Why Partner with Me? Clear communication, from initial consultation to project completion. On-time delivery, ensuring your deadlines are always met. Scalable, secure, and user-friendly solutions built to grow with your business. Post-deployment support, ensuring everything runs smoothly long after launch. If you’re ready to work with a Full Stack Python Developer who combines technical expertise with a deep understanding of SaaS, AI, and modern web technologies, let’s connect! I’m here to turn your ideas into reality—whether it's a web app, mobile solution, or e-commerce platform. 🌟 Let’s build something amazing together!

🚀 Top 1% AI/ML Upwork talent and builder with 11+ years of experience and 100+ successful projects. I specialize in building AI-driven solutions that automate workflows, optimize processes, and enhance decision-making. From AI Chatbots and AI Agents to LLM-powered apps with RAG, I deliver end-to-end intelligent systems tailored to business needs. I excel in Python, NLP, AI/ML, LLM, RAG systems, AI automation, and no-code/low-code workflow automation (N8n, GHL). My solutions help businesses scale efficiently, improve productivity, and leverage cutting-edge AI technology. My Expertise: Programming & AI/ML: Python, Flask, Django, FastAPI, Deep Learning (CNN, RNN, LSTM), NLP (Spacy, NLTK, Transformers), LLMs (OpenAI, Hugging Face, Llama3, Google T5), RAG, AI Agents & Chatbots, AI Automation, PCA/PLSR. Frontend: React.js, Next.js, Angular, Vue.js, Redux, SSR, PWA, Tailwind, MUI, HTML/CSS/JS/TS. Backend & Databases: Node.js, Nest.js, Express.js, PHP, Laravel, Firebase, MongoDB, MySQL, PostgreSQL, MariaDB, GraphQL. Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, Terraform, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins). Automation & Integrations: N8n workflows, GHL automation, API integration, serverless computing (Lambda, Firebase Functions). Services I Offer: ✔ AI Chatbots & Agents ✔ LLM Fine-Tuning & RAG Systems ✔ AI-Powered Automation & Analytics ✔ Full Stack Web Development (React/Vue/Next.js + Python/Node.js) ✔ AI-Powered Data Extraction & NLP Applications ✔ Workflow Automation with N8n & GHL Industries Served: - Education - Healthcare - Fintech - E-commerce - Real Estate - Transportation - Enterprise Solutions - Logistics - Social Media Why Hire Me: 🤝 Excellent communication 🕒 On-time delivery 🧩 Problem-solving mindset ✅ Quality-oriented I’m happy to provide suggestions tailored to your project. Let’s schedule a Zoom call or chat to discuss your requirements. I’m available Monday–Friday.

I help startups and enterprises build AI-powered SaaS platforms, intelligent automations, and scalable full-stack applications using Python, Node.js, and modern JavaScript frameworks. With 14+ years of experience and 110+ successfully delivered projects, I specialize in building production-ready systems that combine AI, automation, and scalable architecture to solve real business challenges. Over the years, I’ve helped businesses: • Reduce manual operational workflows by up to 73% through AI automation • Build SaaS platforms serving thousands of active users • Improve business decision-making using predictive analytics and data intelligence • Launch scalable cloud-native applications with high-performance architectures • Accelerate product delivery cycles through optimized engineering workflows • Designed scalable architectures for fintech and ERP platforms 𝐀𝐈 & 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • LLM integrations using OpenAI, Claude, and Llama • RAG applications with LangChain, Pinecone, and Weaviate • AI agents and workflow automation • Predictive analytics and forecasting models • Computer vision and AR-based experiences • Data intelligence and Power BI integrations 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 & 𝐒𝐚𝐚𝐒 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 • Python (FastAPI, Django) • Node.js (NestJS) • React, Next.js, Vue.js, Angular • Multi-tenant SaaS architecture • High-performance APIs and microservices • Secure and scalable enterprise systems 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬 • AWS & GCP infrastructure • Lambda, SQS, DynamoDB, SageMaker • AI deployment pipelines • Scalable cloud-native architecture 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐈’𝐯𝐞 𝐖𝐨𝐫𝐤𝐞𝐝 𝐖𝐢𝐭𝐡 SaaS • Fintech • ERP • E-commerce • Analytics • Travel-Tech • Enterprise Platforms 𝐖𝐡𝐚𝐭 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐕𝐚𝐥𝐮𝐞 𝐌𝐨𝐬𝐭 • Strong ownership and proactive communication • Clean, maintainable, production-ready code • Scalable architecture built for long-term growth • Fast problem-solving and reliable execution • Practical AI implementation with measurable ROI I focus on building systems that are not only technically strong but also scalable, maintainable, and aligned with long-term business goals. If you're looking for a senior engineering partner who can combine AI innovation with solid full-stack execution, let’s discuss how I can help bring your product to production successfully.

Turn any website into a Spreadsheet or API for Marketing, Sales, E-commerce, Real Estate, AI, Product & Research. I’m a Python Web Scraping Specialist focused on building custom, scalable data extraction systems using Playwright, Scrapy, and Selenium. I design scraping solutions that are robust, maintainable, and production-ready. I don’t rely on fragile scripts. I engineer full scraping systems that handle JavaScript-heavy websites, rotating proxies, session management, CAPTCHA challenges, and advanced anti-bot protections. 🔧 Tools & Technologies Python · Playwright · Scrapy · Selenium · BeautifulSoup · Requests FastAPI · Redis · Async & Sync architectures Headless browsers · Browser fingerprinting AWS Lambda · EC2 · RDS · S3 Google Cloud Functions · BigQuery · CloudSQL · Compute Engine 🧠 Proven Experience I’ve designed scraping systems capable of collecting millions of clean, structured records per day from hundreds of websites, including: JavaScript-rendered platforms (React, Next.js, Vue) Authenticated websites (login, token & cookie-based access) Rate-limited and bot-protected sources Large-scale paginated and filtered catalogs All data is delivered validated, deduplicated, and ready to use — not raw HTML dumps ✅ Who I’ve Worked With Startups building data-driven products Agencies offering lead generation & market intelligence E-commerce businesses monitoring prices, stock & competitors Product & AI teams feeding analytics and ML pipelines Researchers & analysts needing reliable large datasets My focus is always the same: turn web data into business value. ⚙️ Scraping Capabilities JavaScript rendering (Playwright / Selenium) CAPTCHA & anti-bot mitigation Residential & datacenter proxy rotation Session persistence & cookie injection Token extraction & authenticated requests Pagination, infinite scroll & dynamic filters Rate limiting, retries & fault tolerance Modular scraper design for easy maintenance I follow industry best practices to ensure scrapers: Last longer Cost less to run Are easy to extend and debug 📦 Deliverables Excel (XLSX) CSV JSON / XML REST APIs MySQL · PostgreSQL · MongoDB · SQLite Cloud storage or scheduled pipelines I can also provide documentation, logs, and monitoring hooks for long-term use. 🧩 How I Work I only accept contracts when I’m 100% confident I can deliver the full solution. No half-done scripts. No abandoned projects. No wasted time. You’ll get: ✔ Clear scope ✔ Transparent communication ✔ Reliable delivery 📈 Use Cases I Commonly Handle Competitor price & product monitoring Lead generation from directories & maps Marketplace & catalog scraping Real estate listings aggregation Market research & trend analysis Data pipelines for AI & analytics 📩 Let’s Talk If you need reliable web data, not scripts that break every week, send me a message with: Target website(s) Data you need Volume & frequency I’ll help you turn the web into structured, actionable data.

Hi Pinescript, TradingView Developer Integration AI trading with broker account Trading bot📊 Tradingview lightweight chart Integration and Broker API intergration,intractive brokers,Trading platform, AI strategy developer 🚀 Elevate Your Trading and Investment Experience with an Expert AI Algo Developer! 🔍 Your Trusted Partner in Algo Trading, Pine Script, and API Integration With over 9 years of experience in financial markets and algorithmic trading, I bring unmatched expertise in TradingView Development, Forex Trading, and Digital Marketing tailored for brokers and trading platforms. My focus is to empower traders and financial institutions through cutting-edge technology, custom tools, and seamless API integrations. --- 💼 MY CORE EXPERTISE 🔹 TradingView Development: Custom indicators, alerts, and strategies on TradingView, enabling traders with real-time market insights and intuitive visualizations. 🔹 API Integration & Automation: Expert in automating trading workflows with Node.js, Pine Script, and APIs from platforms like Zerodha, Angel One, Shoonya, ActiveTicks, and Interactive Brokers.CTrader, 🔹 Forex and Algorithmic Trading: Specializing in Forex trading strategies and automation with advanced analytical tools like MetaTrader (MQL) and AI-driven bots for profitable trading. 🔹 Trading Bots & Smart Automation: Developing AI-powered trading bots for platforms like Zerodha, Binance, and other brokerages. Seamlessly automate trading processes while managing risk effectively. 🔹 AI Trading Experience in classification binary regression RL PPO model,backtester.py Backtesting and strategies Prophet model,Randomforest model AWS Cloud deployment 🔑 SKILL HIGHLIGHTS TradingView Customization: Advanced Pine Script solutions for personalized trading strategies.,C++ Technical & Financial Analysis: Data-driven insights for effective decision-making. Algorithmic Trading: Fully automated strategies for equities, commodities, and Forex. Risk Management Tools: Design and implementation of tools to manage and mitigate trading risks. FinTech Development: Integration of AI, ML, and advanced analytics for scalable trading platforms. 🌟 CLIENT SUCCESS STORIES ⭐⭐⭐⭐⭐ “Exceptional service! Delivered customized indicators and trading solutions that boosted my strategy's profitability.” ⭐⭐⭐⭐⭐ “Fast and reliable API integration. Highly recommended for any broker platform.”

I help businesses build scalable web applications, AI-powered tools, and automation systems that solve real business problems. With 18+ years of experience in full stack development, I can support you from idea to launch, whether you need an MVP, SaaS platform, internal business tool, AI agent, chatbot, workflow automation, or custom AI integration. My focus is simple: build reliable, secure, and production-ready solutions that are easy to use, easy to scale, and aligned with business goals. ◆ Full Stack & AI Solutions I Can Build ◆ ✅ Full Stack Web Development ▣ Custom web applications from frontend to backend ▣ SaaS platforms and business dashboards ▣ MVPs and startup product prototypes ▣ REST APIs and GraphQL APIs ▣ Admin panels, portals, and internal tools ▣ Database design and backend architecture ▣ Performance optimization and bug fixing ▣ Cloud deployment and DevOps setup ✅ AI Agents & AI-Powered Applications ▣ Custom AI agents for business workflows ▣ LLM-powered applications using OpenAI and other AI models ▣ RAG systems for document search and knowledge retrieval ▣ AI chatbots for websites, support, and internal teams ▣ AI tools that connect with CRMs, databases, APIs, and third-party apps ▣ Structured AI outputs, function calling, and tool-based agents ▣ AI assistants for sales, operations, support, and productivity ✅ AI Automation ▣ Business process automation ▣ Workflow automation using APIs and webhooks ▣ CRM and sales pipeline automation ▣ Email, SMS, WhatsApp, and notification automation ▣ Lead management and follow-up automation ▣ Data extraction, reporting, and task automation ▣ Integration between multiple platforms and tools ◆ Technology Stack I Work With ◆ ▣ Languages ➜ Python, JavaScript, TypeScript, PHP ▣ Backend ➜ Django, FastAPI, Flask, Node.js, Express, NestJS, Laravel ▣ Frontend ➜ React.js, Next.js, Vue.js, Tailwind CSS ▣ AI & LLMs ➜ OpenAI API, Assistants API, LangChain, LangGraph, function calling, structured outputs ▣ Vector Databases ➜ Pinecone, Qdrant, Weaviate, FAISS, Supabase, PostgreSQL pgvector ▣ Databases ➜ PostgreSQL, MySQL, MongoDB, Firebase, Redis ▣ Cloud & DevOps ➜ AWS, Google Cloud, Azure, Docker, CI/CD, Vercel, Netlify ▣ Integrations ➜ REST APIs, GraphQL, webhooks, third-party APIs, CRMs, automation tools On every project, I start by understanding the business goals, workflows, users, and technical requirements. Then I build a clear, scalable solution with regular updates, smart technical decisions, and minimal unnecessary complexity. Whether you need a full stack developer, an AI automation expert, or someone who can combine software development with AI agents and LLM integrations, I can help you build it the right way. Let’s discuss your project and turn your idea into a working, scalable solution.

I am Aleksandra, leading a team of experienced full-stack developers specializing in AI-driven applications. We design and develop modern, scalable web and mobile solutions that integrate artificial intelligence, automation, and cloud technologies to optimize business operations. With over 20+ years of collective experience, we have worked with startups and enterprises across industries like FinTech, Healthcare, eCommerce, and SaaS. Our expertise spans the entire development cycle, from initial concept and UI/UX design to backend architecture, AI integration, SRE (Site Reliability Engineering), and cloud deployment. 🏆 194+ successful projects completed on Upwork with global clients 💲 $5M+ earned on Upwork through high-impact full-stack and AI solutions ⏱ 55,121+ hours billed, proving long-term client trust and engagement 💼 600+ total projects delivered since 2000 across AI, web, and mobile 📚 100% of developers hold engineering degrees, ensuring expert-level technical depth 👩‍💻 Advanced AI team includes Kaggle competition masters and top ML researchers 📊 91%+ job success rate, reflecting top-tier performance and consistency 🚀 25+ AI-driven apps deployed in FinTech, EdTech, and HealthTech 🧠 30+ machine learning models built and optimized for live environments 🌎 20+ industries served, from startups to Fortune 500 clients 🧱 Founded in 2000, bringing 24+ years of experience in software innovation 🛠 40+ React + Python full-stack solutions developed for scalable applications ⚡ High-load systems deployed to serve thousands of concurrent users 📈 Client ROI increased by up to 70% in AI automation projects 💬 Featured in Forbes, MBN Magazine, and Helsinki Times for client success stories Expertise: Full-stack development for web and mobile applications AI-powered solutions, including computer vision, natural language processing, and predictive analytics Scalable cloud architecture using AWS, Google Cloud, and Azure Real-time data processing and AI-driven automation Platform Engineering and Infrastructure as Code (IaC) GitOps workflows and CI/CD pipeline optimization API development and third-party service integrations Performance optimisation for high-traffic applications FinOps and cloud cost optimisation Secure and accessible web applications with SEO best practices Technology Stack: Frontend: React.js, Next.js, Vue.js, TypeScript Backend: Node.js, Python (FastAPI, Django, Flask), Golang AI & Machine Learning: TensorFlow, PyTorch, OpenAI API, Hugging Face, LLMOps Databases: PostgreSQL, MongoDB, Redis, Firebase Cloud & DevOps: AWS (Lambda, S3, DynamoDB, EC2), Docker, Kubernetes, Terraform, Helm, ArgoCD, GitHub Actions, GitLab CI/CD, Ansible, Prometheus, Grafana, ELK Stack Tools & Platforms: Figma for UI/UX, Miro for user flow mapping, Webflow for no-code development Why Work With Us? We focus on delivering intelligent, future-proof applications that drive business growth. Our team ensures seamless collaboration, clean code, and scalable architecture that adapts to evolving needs. We are committed to clear communication, efficient execution, and long-term support. If you are looking for a team that can build and scale AI-powered applications with a strong full-stack foundation, let's discuss your project. 🔑 Keywords to find me: AI Developer | Full-Stack Developer | AI Applications | React Developer | Node.js Developer | Python Developer | AI Integration | SaaS Developer | Web App Developer | Mobile App Developer | Scalable Applications | AI-Powered Software | Computer Vision | NLP Engineer | Machine Learning Engineer | Backend Developer | Frontend Developer | Cloud Developer | Automation Engineer | Cloud Architect | GCP | AWS | Azure | TensorFlow | PyTorch | OpenAI | Hugging Face | FastAPI | Django Developer | Flask Developer | Golang Developer | MLOps | LLMOps | DevOps | SRE | Site Reliability Engineer | Platform Engineer | Kubernetes | Docker | Helm | ArgoCD | Terraform | Infrastructure as Code | IaC | GitOps | CI/CD | GitHub Actions | GitLab CI/CD | Jenkins | Ansible | Prometheus | Grafana | Datadog | ELK Stack | DevSecOps | FinOps | AIOps | Observability | Monitoring | Service Mesh | Istio | Crossplane | OpenTelemetry | HashiCorp Vault | Multi-Cloud | Serverless | Figma | Webflow | Miro | Firebase Developer | MongoDB Developer | PostgreSQL | Redis | REST API Developer | API Integration | Predictive Analytics | AI in FinTech | AI in Healthcare | AI in eCommerce | SaaS Application | Intelligent Automation | Real-Time Data Processing | Cross-Platform Developer | SEO-Friendly Development | Secure Web Applications | Scalable Web Architecture | UI/UX Focused Developer | AI SaaS Developer | AI-Powered Mobile Apps | Full-Cycle Development | AI Solutions for Business | Enterprise Software | Startup MVP Development | AI Team Lead | Cloud-Native Applications | Serverless Architecture | AI-Driven Optimization | AI Workflow Automation | Real-Time AI Solutions | AI-Enhanced UX | AI Web App | AI-Powered Dash

🎯 100% Refund If I Set the Wrong Expectations and Can’t Deliver. No Questions Asked. ⚙️ Need AI automations for lead generation, outbound sales, CRM workflows, appointment setting, customer support, email automation, and scalable business operations using n8n, Make, Claude, and Python? Consider it done! 🧠 I’ve built AI agents that not only perform tasks, but learn to improve themselves within your system turning AI automation into intelligent adaptation. ⚙️ Little bit more about me: I’m an AI Automation specialist & Data Analytics Engineer with over 10 years of experience in machine learning, Python,Django, FlaskAPI and workflow automation using tools like n8n, Zapier Claude and make. I specialize in building scalable, AI-driven solutions that solve real-world problems and turn data into actionable insights. From predictive analytics to real-time dashboards. I help organizations automate processes and rapidly build MVPs to scale. My goal is to empower businesses by providing intelligent, data-driven solutions that evolve with their needs. ✅ Proven track record with 150+ AI and automation projects, driving efficiency and growth ✅ Expert in AI, data analytics, and machine learning with 10+ years of experience in Python, Django ✅ Certified Zapier Expert, skilled in Make, n8n, and Airtable for seamless integrations ✅ Specializing in real-time data solutions and predictive models for faster decision-making ✅ Delivering high-impact solutions with clear communication and scalable results ✅ Focused on providing measurable ROI through custom automation and AI solutions If you are looking for a Top-rated professional, who is in the list of Top 3% of Upwork profiles and fast and efficient delivery, then I'm your man. What I Offer: N8N | Zapier | Make | Replit | Python | AI | Machine Learning | AI Automation | Predictive Modeling | TensorFlow | PyTorch | Time-Series Forecasting | Recommendation Engines | Deep Learning | Generative AI | LLM | Chatbots | RAG | MVP Prototyping | Streamlit | Dash | Tableau | Power BI | Data Visualization | KPI Tracking | Trend Analysis | Performance Monitoring | Data Engineering | ETL ELT Pipelines | Web Scraping | MongoDB | SQL | Redis | FastAPI | Cloud Services | AWS | Automation | Django | ROI Optimization | Product Validation | MVP 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲: - 10+ years of professional Python development - Fast communication & on-time delivery - Flexible, reliable, and high-quality solutions - Budget-friendly and negotiable pricing - 100% client satisfaction is always my priority - Available for one-time tasks or long-term collaborations

I help startups and product teams ship AI web apps and APIs faster — from MVP to production — with clean architecture, reliable releases, and AI features users actually use. I’m Deepsikha Singh, a senior full-stack AI engineer with 20+ years building production software. I turn vague product ideas into a clear plan, a working system, and steady iterations teams can maintain long after launch. My typical work includes: AI copilots and chat interfaces RAG search over docs and knowledge bases Smart document workflows Backend APIs and SaaS platforms Data-rich dashboards and admin systems Refactoring unstable systems and improving delivery pipelines Stack Frontend: React, TypeScript, Next.js, Angular Backend: Python, FastAPI, PostgreSQL, MongoDB AI: OpenAI, LangChain, Pinecone, Weaviate Infra: AWS, Docker, Kubernetes, CI/CD, .NET I ship end to end — architecture, APIs, AI integrations, cloud infrastructure, deployment pipelines, and production support. How I Work Short discovery to align on scope and success criteria Architecture and milestone plan within 48–72 hours Weekly demos with fast feedback loops Small PRs, clean Git history, transparent execution Documentation, handoff notes, and deployment support I work with startups, SaaS teams, and technical founders needing senior execution without unnecessary complexity. Available for discovery sprints, MVP builds, ongoing development, and AI feature integration.

Top rated GIS Developer | Cloud Architect | Tech Entrepreneur 🌎 Having 4+ years of experience and over 1000+ hours delivered on Upwork with a 100% Job Success score, I build robust, user-friendly GIS applications that turn raw spatial data into clear business insights. These are the industries in which I have created projects as a GIS developer: - SaaS 🌐 - real-estate 🏡 - environment & ecotech🌳 I build end-to-end platforms that merge geospatial intelligence, scalable cloud backends, and modern UIs. From urban analytics & neighborhood profiling to environmental risk mapping and enterprise-grade spatial APIs, my work is where tech meets real-world impact. 🏆 Upwork Top Rated (Top 3% globally) – trusted by international clients for delivering high-quality, cost-optimized solutions. 💡 How I create value for clients and increase ROI by 40%: Smart Cloud Architecture – efficient AWS design, auto-scaling, cost savings. Secure Open-Source Frameworks – GeoServer, PostGIS, Pelias, MapServer, Django, DRF etc. Cost Efficiency – handling backend + GIS + DevOps myself → avoiding unnecessary extra dev hires. 🎯GIS Expertise: Interactive Map Visualization, Mapping app, Routing Problems, Algorithm, Data Scraping, Report generation using geospatial analysis (PDF), Route optimization 🔧 Tech Stack Highlights: 🌐 Backend & Web: Django, DRF, FastAPI, Node.js, Payments system (Stripe) 🗄️ Databases: PostgreSQL + PostGIS, MySQL, MongoDB, AWS Timestream 🗺️ GIS Tools: GeoServer, MapServer, QGIS, GDAL/OGR, TileServer-GL, OSRM, Tileserver-GL, Osmium ☁️ Cloud & DevOps: AWS (EC2, S3, Lambda, RDS, Timestream), Docker, CI/CD, Nginx, Gunicorn 📊 Data & ML: Pandas, NumPy, Scikit-learn, MLflow, AWS MLOps, Spark (basic) 🔒 Security & APIs: Token-based access, role-based permissions, API gateway design 🔍 Datasources: Raster | Vector | Point Clouds, Openstreetmap, Google Maps, GOES/Landsat/Sentinel Hub, SAR data. 💪 With deep expertise in GIS, geospatial mapping, and web development, I deliver solutions faster and at higher quality than most developers out there. 🤝 My goal is to help you scale your business effectively—let’s connect for a chat or call to discuss your challenges and how I can help you achieve your goals!