I am Nauman, a Full Stack Developer with 9 years of experience in python web scraping, web development and automation. I have written 1000+ web scrapers related to hotels, real estate, social, automotive, sports betting sites, e-commerce, etc. I am capable of writing scalable, smooth and unblock able web scrapers. I have developed several websites in Django, ReactJS, Fast API and NodeJS. I am an expert in the following technologies: ★ Scrapy ★ Playwright ★ Selenium ★ GoLogin ★ JavaScript ★ Beautiful soup ★ Django ★ Django Rest Framework ★ React ★ Node ★ Express ★ Mongo ★ Flask ★ MySQL ★ DynamoDB ★ PostgreSQL ★ AWS ★ Azure ★ Google Cloud Projects: 1- Senior Data Engineer at Reejig: I worked as a data engineer with Reejig.com where I managed data pipeline, integration, and aggregation tasks. I wrote APIs for the seamless flow of data from the customer end to the Reejig environment. I collaborated with Reejig team and completed weekly sprints on time. 2- Brandrange: I worked with Brandrange.com and managed their stocks inventory linked to several other clothing and sneakers brand websites. My task is to keep the brandrange website updated with its vendors like stockx, cettire, harveynichols, linoricci, Italist, vitkac, coltortiboutique, and many others. 3- The Growth Capital: I built the website for real estate and finance expert people operating in the Netherlands. Managed this project along with the other two members of my team to deliver the website according to the client's requirements. These three are among the 1000+ projects that I have done so far. If you come to my inbox you will find me as a perfect match for your job. I am a professional developer and customer satisfaction is my priority. Why me? ★ I have 9 years of experience ★ Deliver work on time ★ Excellent Communication ★ Attention to the details ★ Fast Worker ★ 100 % Accuracy guaranteed ★ Always ready to learn new things quickly! Let's discuss the details of your project and get started.

Top-Rated Python & AI Engineer with 18+ consecutive 5-star reviews. I don't just write scripts; I build production-grade architectures. From low-latency algorithmic trading bots (MT5/TopstepX) and autonomous AI workflows (n8n/Claude) to bypassing enterprise anti-bot protections. 🚀 What I Can Build For You: ✅ Algorithmic Trading & Financial Bots: Developing low-latency automated trading bots integrating custom strategies (VWAP, Martingale, etc.) with platforms like TopstepX, MT5, and Telegram signal parsing. ✅ AI Pipelines & Process Automation: Integrating LLMs (OpenAI, Claude) into autonomous data engines, and using n8n / Python to seamlessly connect disparate systems (Google Sheets, CRMs, webhooks) without manual input. ✅ Custom Dashboards & Internal Tools: Turning raw data or Excel logs into interactive, client-ready visual reports using Streamlit and database backends (PostgreSQL/DuckDB). ✅ Web Scraping & Data Extraction: Bypassing complex anti-bot protections (Cloudflare/Incapsula) using Playwright, Selenium, and modular Python pipelines to extract clean JSON/CSV data from any site. 🔹 Real-World Project Highlights: - Automotive Inventory & ERP System: Architected a full-stack system replacing legacy Excel workflows. The platform handles real-time sales tracking, commission logic, and automated reporting, driven by deep automotive domain knowledge. - High-Frequency Trading Automation: Delivered complex execution bots handling split-second Telegram signals and multi-step Martingale logic, ensuring zero slippage and reliable state management. - Enterprise-Grade Discipline: Previous experience as a Software Engineer at Foxconn working on large-scale manufacturing systems. I bring that exact level of rigorous testing and structured documentation to every freelance contract. I am available for both urgent bug fixes and long-term infrastructure development. Let's discuss how my code can save you hours of work today.

I’m a Full-Stack AI Developer who builds AI agents, RAG systems, intelligent chatbots, workflow automations, and SaaS MVPs. My work combines strong backend engineering with practical Generative AI solutions, allowing me to build fast, reliable, and production-ready systems that help businesses automate tasks, improve customer experiences, and scale their operations. 🔹 𝐀𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 I design and build advanced AI systems that fit naturally into real business workflows. My work includes creating AI agents capable of multi-step reasoning, structured decision-making, data extraction, tool calling, and memory-based interactions. I develop RAG systems using vector databases like Pinecone, FAISS, Weaviate, and Chroma so chatbots can respond accurately using your documents. I integrate LLMs such as OpenAI, Azure OpenAI, Claude, and open-source models depending on your performance, security, and budget needs. I also build voice AI agents using Deepgram, ElevenLabs, and Vapi, allowing businesses to automate bookings, customer support, and qualification calls. 🔹 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬 & 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 I build intelligent and context-aware chatbots for WhatsApp, SMS, email, and website chat widgets. I’ve developed WhatsApp chatbots for customer support, bookings, onboarding, and automated flows, and I also work with AI agent platforms like Botpress, VAPI, ElevenLabs, and more. My chatbots follow clear logic, handle unclear responses properly, and can seamlessly hand over to a human when needed. With experience across multiple frameworks, I can quickly learn and work with any new platform your project requires. 🔹 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐒𝐚𝐚𝐒 𝐌𝐕𝐏𝐬 I build complete SaaS platforms using Python on the backend and React or Next.js on the frontend. This includes multi-tenant architectures, subscription systems, analytics dashboards, role-based access, onboarding flows, and modern UI experiences. My full-stack experience also extends to customizing the Chatwoot open-source customer support system, where I modify both frontend and backend features, integrate AI, enhance workflows, and deploy Chatwoot in production environments for clients. 🔹 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 I design systems that automate business operations end-to-end using tools like n8n, Zapier, custom APIs, and event-driven workflows. My automations handle lead qualification, CRM updates, appointment scheduling, ticket routing, document processing, and data validation. I frequently build systems that convert raw documents or forms into structured formats (JSON/SQL/SaaS) using AI and integrate them directly into CRMs like HubSpot, GoHighLevel, Salesforce, and others. 🔹 𝐖𝐞𝐛 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠 & 𝐃𝐚𝐭𝐚 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 I create reliable and scalable scraping pipelines using Python with Playwright, Selenium, BeautifulSoup, and Requests. I extract clean, structured data even from modern dynamic sites and handle proxy rotation, CAPTCHA bypassing, and anti-bot systems. Extracted data is organized into spreadsheets, SQL databases, or delivered through APIs and automated schedules, depending on your needs. 🔹 𝐀𝐏𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 My backend work focuses on building secure, scalable API systems using FastAPI, Django REST Framework, and Flask. I develop authentication flows, dashboards, admin panels, payment integrations, microservices, and workflow engines. I work with PostgreSQL, MySQL, MongoDB, and Redis, ensuring clean architecture and strong performance across all parts of the system. ⭐ 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞: Clients appreciate my ability to blend strong AI engineering with stable full-stack development. I communicate clearly, deliver consistent progress, and write production-quality code that is scalable and maintainable. I focus on real business outcomes, not experiments, and I provide long-term support, documentation, and clean deployment processes. Whether you need an AI system, automation workflow, scraping pipeline, RAG assistant, or a full SaaS application, I can build it from start to finish. SEO Keywords: AI Developer, Full-Stack Developer, AI Agent Builder, RAG Developer, Chatbot Developer, Chatwoot Developer, Chatwoot Customization, Python Developer, Django Developer, FastAPI Developer, Flask Developer, React Developer, Next.js Developer, Generative AI, AI Automation, Workflow Automation, n8n Expert, Zapier Expert, Web Scraping, Data Extraction, LLM Developer, LangChain Developer, OpenAI Developer, Claude Developer, Voice AI Developer, SaaS Developer, MVP Developer, Automation Engineer, API Integration Specialist, Vector Databases, Pinecone, FAISS, Customer Support Automation, CRM Automation, AI Chatbot Developer.

👋 Need a python Full stack developer and Python AI Developer who can ship production-ready AI products, not just prototypes? I'm Roman, a Python Full stack Developer and Python AI developer with 5+ years in scalable web development and 2+ years in AI/ML. I have built AI systems for skincare, corporate LMS, real estate and SaaS, including a multilingual assistant for a company with 100+ branches and an AI SaaS chatbot platform built over 11 months. What I can help with: ✓ AI chatbot development with RAG, memory and business logic ✓ OpenAI / Claude / LLaMA integrations for SaaS, CRM, support, and internal tools ✓ AI agents trained on company documentation, knowledge bases, and enterprise data ✓ python fastapi API development for scalable AI backends ✓ React / Next.js dashboards connected to Python AI systems ✓ Database architecture, API integration, cloud deployment, and performance optimization ✓ Custom machine learning workflows, benchmarking, Data Scraping, data pipelines and analytics ⚡My work combines python full stack engineering, python fastapi backends, LLM architecture and business-focused Software Development that reduces manual work and improves user experience. As a python full stack developer, I build full-cycle products from database design and API architecture to React / Next.js interfaces, deployment and long-term optimization. My core stack includes python full stack, Python Fastapi, Flask, Django, Node.js, React, JavaScript, TypeScript, PostgreSQL, SQL, MongoDB, Supabase, AWS, Azure, Vercel, REST APIs, WebSockets, Docker, Tailwind CSS, Material UI, and Git. As a Python AI Developer, I create AI chatbots, RAG systems, AI agents, document intelligence tools, recommendation engines, and automation workflows. I work with OpenAI, Claude, LLaMA, LangChain, LangGraph, LlamaIndex, vector databases, prompt engineering, ReAct agents, and llm integration for real business use cases. 🤖 AI/ML Solutions I Build 📌 LLM-Powered Applications → Custom AI chatbots with RAG (Retrieval-Augmented Generation) → Multi-agent systems using LangChain & LangGraph → Context-aware conversational AI that maintains conversation flow → Integration with GPT-4, Claude, LLaMA models 📌 Intelligent Automation & Agents → ReAct systems (Reasoning + Acting) for complex workflows → Document parsing and knowledge extraction (LlamaIndex) → AI agents trained on internal documentation and enterprise data → Multi-language support with automatic language detection 📌 Smart Recommendations & Analysis → AI-powered recommendation engines → Image analysis and classification systems → Custom ML models for specific business use cases → Performance optimization for production environments 📌 Full-Stack Integration → RESTful API development and integration → Real-time data handling with WebSockets → Database design (PostgreSQL, MongoDB, Supabase) → Cloud deployment (AWS, Azure, Vercel) 💡 Recent AI Projects & Real Results Recent work includes an AI skincare recommendation system that analyzes customer inputs and recommends products, a corporate LMS AI assistant for 100+ branches, a real estate rental assistant using landmarks and neighborhoods instead of only addresses, and a full-stack SaaS AI chatbot platform with multi-agent logic and RAG capabilities. 🛠️ Technical Stack My experience covers product engineering and AI development. On the engineering side, I build SaaS platforms, dashboards, APIs, admin panels and automation systems as a python full stack developer ( backend python developer ) backend developer and web developer. On the AI side, I work as a Python AI developer and AI Developer, supporting chatbots, RAG systems, llm integration, OpenAI workflows, benchmarking, machine learning and data science tasks for real business use cases. ⚡My approach is simple: clarify the business problem, design cost-conscious architecture, build clean and maintainable code, show progress through regular demos, and transfer knowledge so your team can use and maintain the system confidently. Additional relevant experience: I have worked around startup products and teams involving laravel, PHP, wordpress, sharepoint, moodle lti, flutter, Vue.js, material ui, HTML5, html front end, payment gateway, back end development, full stack developer react, full stack java, marketing saas, mls, mls idx, real estate photo, ai video, crypto bot, trading python, dask, pandas, data entry, oxwall, qa analyst, ux designer, product manager, it consultant, seo specialist, journalist content workflows, technical resume writing, python full stack, python fastapi, python ai, llm integration, openai, and custom business automation. 🤝If you need a reliable python full stack developer who can own the full product workflow, or a python ai developer who can build practical AI systems with python fastapi, python ai, llm integration, openai, and scalable architecture, send me a message and let’s discuss your project.

Python Developer & Web Scraping Specialist 🐍 I am a Python Developer with freelance experience since 2022, focused on building automation tools, web scraping systems, and backend solutions. I specialize in extracting, processing, and structuring data from the web, as well as developing scalable scripts and services that help businesses automate workflows and collect valuable data efficiently. My work combines clean, maintainable Python code with reliable data pipelines and automation systems, allowing clients to gather structured information, monitor websites, and integrate external services through APIs. 🚀 Core Skills & Technologies • Python, HTML, CSS • FastAPI • Telethon, Aiogram • SQL, PostgreSQL, MongoDB • BeautifulSoup (BS4), Selenium 💻 My Expertise Includes 🏆 Web Scraping & Data Extraction: Selenium, Playwright, BeautifulSoup, Scrapy, Requests 🏆 API & Data Parsing: REST APIs, GraphQL, JSON, XML 🏆 Headless Browsers & Automation: Puppeteer, undetected-chromedriver, curl_cffi 🏆 Scalable Scraping Systems: Async scraping, distributed crawlers, Scrapy-Cluster 🏆 Proxy & Session Management: Residential proxies, datacenter proxies, rotating IPs, session handling 🏆 Data Storage & Processing: PostgreSQL, MongoDB, Redis, Pandas, Parquet 🏆 Task Scheduling & Queues: Celery, RabbitMQ, Apache Airflow 🏆 Cloud & Deployment: AWS Lambda, Google Cloud Platform, Docker, Kubernetes 🏆 Security & Anti-Detection: Browser spoofing, AI-powered detection avoidance 🏆 DevOps & CI/CD: Git, GitHub Actions, Jenkins, Azure DevOps I focus on building high-performance, scalable, and reliable solutions for tasks such as web scraping, automation, API integrations, and backend services. Whether you need data extraction, automated workflows, or custom Python tools, I aim to deliver clean and efficient solutions tailored to your project needs. I continuously improve my skills and stay up to date with new technologies to ensure stable, efficient, and production-ready systems for every project. 🚀

I am a Senior Ruby on Rails Developer and Backend Specialist with over 8 years of experience building scalable, high-performance backend systems for startups and global businesses. I specialize in developing robust Ruby on Rails applications with clean and maintainable architecture, along with secure and scalable backend systems including APIs, microservices, and data pipelines. I have strong experience designing and optimizing REST and GraphQL APIs, as well as building data scraping and automation systems using Python with tools like Scrapy and Selenium. I also work with cloud-based solutions on AWS, including EC2, S3, and Lambda, and implement CI/CD pipelines using Docker and Kubernetes to ensure smooth deployments. My core tech stack includes Ruby on Rails and Python frameworks such as Django and Flask, along with PostgreSQL and MongoDB for databases. I have built secure backend systems for financial platforms with a focus on compliance and encryption, developed high-volume data pipelines for eCommerce and analytics, and created automated scraping systems capable of handling large-scale data extraction. I focus on writing clean, scalable, and production-ready code while ensuring performance, reliability, and timely delivery. I communicate clearly, understand business requirements deeply, and aim to provide solutions that go beyond just code. If you are looking for a reliable backend developer who can turn complex ideas into scalable systems, I would be happy to discuss your project and help bring it to life.

⚪️ Built AI systems used by startups handling thousands of daily operations ⚪️ AI Developer | Python Developer AI | Web Scraping Python ⚪️ OpenAI, Python, FastAPI, RAG, LLM, Web Scrapping ⚪️ AI agents, automation systems, and scalable backend architecture for real business workflows I build AI powered products, automation platforms, and intelligent backend systems for startups and SaaS companies. As an AI developer, python developer, web developer, and automation engineer, I work on production systems that automate workflows, process large amounts of data, and integrate AI into real business operations. My experience includes ai development, chatbot development, machine learning systems, GPT integrations, web scraping platforms, and scalable backend architecture. I combine backend engineering, machine learning, and product focused thinking to create systems that solve real operational problems. Python AI Agent Development ✔️ Autonomous AI agents with reasoning and tool calling ✔️ Chatbot developer for SaaS and internal workflows ✔️ Multi agent orchestration and task automation ✔️ GPT 3, OpenAI, and open ai api integrations ✔️ AI lead generation and workflow automation systems ✔️ AI assistants connected to real business tools AI Developer RAG & Knowledge Systems ✔️ RAG pipelines with embeddings and vector databases ✔️ Enterprise knowledge assistants and analytics tools ✔️ AI chat over documents and internal data ✔️ Structured retrieval and intelligent search systems ✔️ Data extraction and processing automation Machine Learning & AI Features ✔️ Machine learning pipelines and prediction systems ✔️ Machine learning developer for AI driven products ✔️ NLP, deep learning, and intelligent automation ✔️ Computer vision and image recognition workflows ✔️ AI video processing and content automation ✔️ Data scientist and data analyst pipelines Automation & Integrations ✔️ API development and backend integrations ✔️ CRM synchronization and automation systems ✔️ WhatsApp API and Discord bot developer solutions ✔️ Job application automation systems ✔️ Social AI Developer media marketing automation tools ✔️ Selenium automation and browser workflows ✔️ Lead generation web scraper systems ✔️ Python web scraping and data mining pipelines ✔️ Data entry and workflow automation bots Backend & Web Development ✔️ AI Developer Python developer backend with FastAPI and Django ✔️ Backend developer for scalable AI systems ✔️ Full stack developer for SaaS products and dashboards ✔️ React developer and modern frontend integrations ✔️ PostgreSQL, Redis, async APIs, and background workers ✔️ Web design focused product architecture ✔️ Figma to production implementation workflows ◾️ Focused on ai development, machine learning, chatbot development, web scraping, backend engineering, AI automation, and scalable SaaS infrastructure. As a AI Developer Python and machine learning developer, I focus on backend architecture, AI automation, and data-driven systems. I’ve worked as data scientist and data analyst on projects involving computer vision, fractional cto, natural language processing, ai rag pipelines I focus on ai python developer backend systems, chatbot development, AI automation, and data-driven platforms. I don’t take projects focused only on wordpress developer work, PHP stacks, or marketing tasks, Swift and Flutter integrations for mobile products, php laravel, pinterest marketing, journalist,product manager, etsy marketing, deal closer, Laravel, PHP Laravel Have an AI project, chatbot idea, or machine learning system to build? Send an invite with a short description, and I’ll suggest the best approach.

Experienced Data Analyst and Python Developer with a proven track record of leveraging data to drive decision-making and streamline processes. Experienced in data scraping/crawling, creating SQL-based reports, building Python-powered dashboards, and developing automation scripts to enhance efficiency and accuracy. Adept at solving complex problems, visualizing data insights, and collaborating with cross-functional teams to achieve impactful results. Proficient in data analysis/visualization, ML, deployment, cloud databases, and python development in general.

Senior Python developer specializing in AI agents, RAG chatbots, and large-scale web scraping. I've shipped systems that extract 80M+ records, run 15K+ daily social-media scrapes, and power RAG chatbots with LangChain, OpenAI, and Pinecone for clients in the US, UK, Canada, Australia, UAE, and Europe. What I build for clients: - AI Agents & RAG Systems — Production chatbots and agentic workflows using LangChain, LangGraph, CrewAI, LlamaIndex, OpenAI, Claude, and Gemini. Custom knowledge bases, vector search (Pinecone, Weaviate, pgvector), and retrieval pipelines that actually ground answers in your data. - Enterprise Web Scraping — Scrapy, Playwright, and Puppeteer-based extraction that handles Cloudflare, DataDome, PerimeterX, CAPTCHAs, and aggressive anti-bot systems. Proxy rotation, residential IPs, headless browser fingerprinting, and 100+ elements/second throughput. - Automated Data Pipelines — End-to-end ETL with Airflow, cron jobs, and cloud-native infrastructure. Clean, deduplicated, enriched data delivered to PostgreSQL, S3, Google Sheets, or your API. - Social Media Scraping — Daily extraction from TikTok, Instagram, Facebook, X/Twitter, Kuaishou, and Weibo at 15,000+ posts/day with dashboards and alerting. Selected results: - Built a distributed scraping system that collected ~80M property records from Zillow with zero IP bans and 99%+ data quality. - Shipped a HR knowledge-base chatbot (LangChain + Pinecone + GPT-4o) that cut internal support tickets by ~40%. - Automated daily social-media ingestion across 7 platforms for an influencer-analytics product — 15K+ posts/day, fully unattended. Industries I know well: fintech, healthcare, e-commerce, HR tech,eal-estate, BFSI, manufacturing, and creator-economy / influencer platforms. Tech stack: - Languages: Python, JavaScript / TypeScript, SQL - AI / LLMs: OpenAI (GPT-4o, GPT-4.1, o3), Anthropic Claude (Sonnet, Opus), Google Gemini 2.5, open-source (Llama 3, Mistral, Phi-3, Gemma via Ollama) - Agent frameworks: LangChain, LangGraph, CrewAI, AutoGen, LlamaIndex - Vector DBs: Pinecone, Weaviate, pgvector, Chroma, Qdrant - Scraping: Scrapy, Playwright, Puppeteer, Selenium, BeautifulSoup, httpx, aiohttp, PyMuPDF, Tesseract OCR - Data: PostgreSQL, MongoDB, Redis, Pandas, Polars - Cloud & DevOps: AWS (Lambda, EC2, ECS, S3), GCP, Azure, Docker, GitHub Actions, Nginx, Cloudflare - Generative media: DALL·E 3, Stable Diffusion, Midjourney How I work: ✔ Free 30-min discovery call before any quote — we scope together so the estimate is realistic. ✔ Clean, commented, documented code. You own the repo. ✔ Daily async updates (Slack, Loom, or your tool of choice). ✔ Free POC / demo on larger engagements so you can validate fit before committing budget. ✔ Honest timelines. If something will take longer, I tell you on day one — not on deadline day. If you're building an AI product, scraping data at scale, or automating a workflow that's eating your team's time, send me the brief. I'll come back within a few hours with questions that help us both decide if we're a fit. — Jay (JD), Senior Python + AI Developer

I build Python automation systems, AI integrations, and web scraping pipelines that make businesses run faster with less manual work, fewer errors, and zero constant babysitting. 10+ years building production-ready solutions for startups and businesses. If it can be automated, I'll automate it. 🤖 AI integration & LLM development: I build AI-powered apps and workflows using OpenAI GPT-4, Anthropic Claude, and Gemini APIs. My work covers RAG pipelines, vector databases, LangChain, LlamaIndex, AI agents, custom GPTs, and AI chatbots for customer service, lead generation, and internal operations. ⚙️ Python automation & API integrations: I design and build Python workflow automation, business process automation, ETL pipelines, and REST API integrations that run on autopilot. From CRM automation (HubSpot, Salesforce) to Google Sheets syncing, Slack bots, email automation, and n8n / Make / Zapier flows — I connect your tools and eliminate manual work entirely. I focus heavily on automation and data extraction systems that remove repetitive manual work and turn complex business processes into reliable, scalable pipelines. Whether it's automation across APIs or large-scale data extraction from web platforms, I build systems that run continuously with minimal oversight. 🕷️ Web scraping & large-scale data extraction: Proven track record in high-frequency, large-scale web scraping using Playwright, Selenium, Scrapy, Requests, and BeautifulSoup. I handle JavaScript-rendered pages, pagination, login-protected sites, anti-bot bypass, and proxy rotation. Data delivered clean in CSV, JSON, Excel, MongoDB, MySQL, or SQLite. 🗄️ Data engineering & ETL pipelines: I build data pipelines that move, clean, and transform large datasets for reporting and analytics. Experience with AWS Lambda, EC2, MongoDB, MySQL, and SQLite for scalable data engineering solutions. 🛠️ Tech stack AI / LLM - OpenAI · Claude · Gemini · LangChain · LlamaIndex · RAG · Vector DBs · AI Agents Automation - Python · n8n · Make · Zapier · REST APIs · Webhooks · ETL Pipelines - Bots - Trading Bots Scraping - Playwright · Selenium · Scrapy · BeautifulSoup · Requests · Proxy · Anti-bot Databases - MongoDB · MySQL · SQLite · CSV · JSON · Excel Cloud - AWS · Lambda · EC2 Message me with your problem - I'll reply fast with an honest plan, clear timeline, and no fluff. Let's build something that actually works.