Hire the Best AI-Generated Code Specialists

Need AI added to your app, a workflow automated, or an MVP finished? I can help you scope it, build it, and ship it without overcomplicating the first milestone. I build AI products that survive real users, real data, and real business workflows: SaaS MVPs, AI agents, RAG systems, voice AI, and automation inside existing products. ⭐ Top Rated Plus | Top 3% of performers on Upwork ✅ 10+ years building SaaS and AI products | 100+ projects delivered ✅ AI that ships: RAG, AI agents, MCP, Voice AI, LLM integration ✅ Full stack: Next.js, React, TypeScript, Python, Node.js, PostgreSQL, AWS ✅ SaaS, MVPs, automation, fintech, healthcare, construction, legal tech, and sales products You can hire me when: - You need one AI feature added to an existing app - You want OpenAI, Claude, Gemini, or MCP integrated into your product - You need a RAG system over PDFs, documents, knowledge bases, or internal data - You want a voice AI agent for calls, bookings, lead qualification, or CRM updates - You have a workflow involving documents, calls, follow-ups, data entry, or reporting that should be automated - Your MVP is half-built, buggy, slow, or stuck before launch - You need someone to build a full SaaS product from idea to deployment I work well on both small and large projects. If the right first step is a quick audit, prototype, bug fix, integration, or one-week milestone, I will tell you that. If the project needs a full build, I can own the architecture, frontend, backend, AI layer, deployment, and documentation. The part most AI freelancers skip: AI is rarely the whole product. It usually needs a backend, dashboard, auth, billing, permissions, logs, human review, and deployment around it. I build both the AI layer and the product around it. WHAT I DO: - AI SaaS & MVP builds: idea to deployed product with auth, billing, dashboards, and AI layer - AI inside existing products: RAG, agents, MCP, LLM features, document AI, and automation - Voice AI: agents that answer calls, book appointments, qualify leads, and log to your CRM - RAG and document AI: source-grounded answers, OCR, extraction, citations, and review queues - Workflow automation: documents, follow-ups, data entry, reporting, and API integrations - Rescue & ship: half-built MVPs refactored, hardened, and launched RECENT DELIVERIES: - AI sales CRM: call transcription, follow-up automation, multi-tenant pipelines - RAG document platform with every answer cited to source - AI financial intelligence platform: open banking + accounting sync into one ledger - AI voice agents for healthcare and sales, answering real calls daily - Turnkey B2B SaaS platform for the construction industry, end to end HOW I WORK: - I start by understanding the workflow, users, data, and business goal - I suggest the smallest useful first milestone when possible - I scope clearly before code is written, so you know cost and timeline up front - I can work on focused tasks, short prototypes, rescue work, or full product builds - I work full time on Upwork with overlap for US and European business hours If you need one AI feature, a quick prototype, a stuck MVP fixed, or a full SaaS product built, send me a short description of what you have and what you want it to do. I will reply with the clearest next step, the likely scope, and the first milestone I would recommend. Tech Stack: AI and LLM: OpenAI, Claude, Gemini, LangChain, LangGraph, CrewAI, MCP, function calling, model routing RAG and vector search: RAG pipelines, embeddings, semantic search, pgvector, Pinecone, document AI, OCR AI agents and automation: multi-agent systems, AI copilots, workflow automation, document extraction with review queues AI reliability: evaluation sets, hallucination reduction, human-in-the-loop workflows Voice AI: Vapi, Retell, ElevenLabs, Deepgram, OpenAI Realtime, Twilio Frontend: Next.js, React, TypeScript, Tailwind CSS, React Native Backend: Node.js, Python, FastAPI, REST and GraphQL APIs, WebSockets Databases: PostgreSQL, Supabase, Redis, MongoDB SaaS architecture: multi-tenant, tenant isolation, RBAC, Stripe billing, admin dashboards Cloud and DevOps: AWS, Docker, Vercel, CI/CD, monitoring Security and compliance: OAuth2, JWT, encryption, audit logs, HIPAA-aware builds, KYC/AML flows Integrations: Stripe, Plaid, open banking APIs, QuickBooks, Xero, Twilio, CRMs, ERPs Industries: AI SaaS, AI agents, document AI, RAG, FinTech, open banking, healthcare, B2B SaaS, startup MVPs, construction tech, legal tech, sales and CRM automation, voice AI, recruiting

Official Anthropic Claude Partner. 27+ apps shipped. Top Rated Plus. 100% Job Success across 58+ contracts. I build AI agents, SaaS platforms, and automation systems. I have been writing code professionally since 2015 and shipped deep learning systems before ChatGPT existed. Background: MSc in Electrical Engineering (University Gold Medalist). Published researcher in deep learning and computer vision. Ex-Pakistan Air Force R&D engineer on satellite image recognition. Former CTO at Atarim, a UK SaaS company, for 4 years. 43 machine learning projects delivered on Fiverr before moving to Upwork full time. AI consultant to Pensa Systems (Austin, TX), building multi-agent LLM systems with LangGraph and RAG on AWS EKS. Today I run Tech Emulsion, a 30-person engineering team and official Anthropic partner agency. You still talk to me. I join every call, I make the software architecture decisions, and I will tell you when something is a bad idea before you spend money on it. Behind me: engineers, QA, DevOps, and project management, with code reviews, automated testing (Jest), and CI/CD in every sprint. RECENT RESULTS: - Autonomous outbound agent for a San Diego marketing agency. Finds and enriches leads, redesigns each prospect's website as a live demo, and launches approved campaigns into Instantly and GoHighLevel. - Voice AI for a premium Shopify meat brand. Recovers abandoned carts and texts a discounted checkout link during the call. - AI content engine for a UK food brand. Writes posts in the founder's voice and rejects off-brand drafts on its own. - Shopify checkout app with an 11% attach rate across 6,500+ orders. - Replaced 4 hours a day of manual data entry with zero for one automation client. WHAT I BUILD: AI AGENT DEVELOPMENT & CHATBOTS Custom AI agent and chatbot development, plus Retrieval Augmented Generation (RAG) systems trained on your data. Voice AI agents on Retell, Vapi, and ElevenLabs that answer inbound calls, qualify leads, and book appointments into your CRM. RAG pipelines that turn 200-page manuals into instant answers. A GPT chatbot tied into Shopify that handled 80% of support questions without a human. Generative AI, large language model integration, prompt engineering, and natural language processing across the stack. AI CONSULTING & CLAUDE IMPLEMENTATION I am an official Anthropic partner. I work across the Claude stack: Claude API, Claude Code, Agent SDK, MCP servers, and Cowork. I help you find where AI fits, then my team builds it: document processing, report generation, code review, data extraction, content pipelines, internal knowledge bases. If a process eats 20+ hours a week, I scope the AI implementation, design it, and we ship it. WORKFLOW & BUSINESS PROCESS AUTOMATION Automated workflows that connect your tools so data moves without manual work. Lead routing, follow-ups, CRM logging, document processing, notifications. n8n, Make, Zapier, and custom API integrations end to end. FULL-STACK SAAS & WEB APPLICATION DEVELOPMENT Production SaaS from zero to launch in 4 to 8 weeks. Front-end development in Next.js, React, and Tailwind CSS. Back-end development in FastAPI, Node.js, and Django. Database architecture on Supabase and PostgreSQL. Auth, Stripe payments, dashboards, admin panels, REST APIs, microservices, and real-time features with Websockets. LOVABLE, REPLIT & BOLT RESCUE Broken prototype from a low-code or no-code AI builder? I fix it inside Lovable or rebuild it on Next.js, Supabase, and FastAPI. Auth failures, broken Supabase connections, missing backend logic, payment issues. I have taken rescues to production in field service management, telecom, and advertising. MOBILE APP DEVELOPMENT AI mobile app development with React Native. Nutrition tracking, calorie counting, VPN clients, fitness apps. Full iOS and Android deployment. CHROME EXTENSIONS & WEB AUTOMATION Google Chrome extensions for WhatsApp automation, LinkedIn content analysis, and visual feedback tools. Data scraping and web automation systems. STACK: Next.js, React, React Native, TypeScript, JavaScript, HTML5, CSS, Tailwind CSS, Redux, Material UI, Node.js, ExpressJS, FastAPI, Django, Python, GraphQL, REST API, Supabase, PostgreSQL, MongoDB, MySQL, Firebase, Docker, Amazon Web Services (AWS), Git, GitHub, Figma, Stripe, Twilio, Claude API, OpenAI API, ChatGPT API, Gemini, LangChain, LangGraph, Pinecone, ChromaDB, n8n, Make, Zapier, machine learning, deep learning, MLOps. Certifications: IELTS (English proficiency), React Nanodegree, Machine Learning (Stanford), Deep Learning Specialization (DeepLearning.AI). Send me a message or invite me to your job. Free 30-minute scoping call before any commitment. You own all code, repos, and accounts.

🎁 𝗔 𝟭𝟬𝟬% 𝗿𝗲𝗳𝘂𝗻𝗱 𝗶𝗳 𝗜 𝘀𝗲𝘁 𝘁𝗵𝗲 𝘄𝗿𝗼𝗻𝗴 𝗲𝘅𝗽𝗲𝗰𝘁𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗰𝗮𝗻’𝘁 𝗱𝗲𝗹𝗶𝘃𝗲𝗿. 𝗡𝗼 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝗮𝘀𝗸𝗲𝗱! I architect the AI systems other developers can't ship production RAG pipelines, multi-agent LLM apps and chatbots on a full-stack React, Next.js and Node.js base. 𝗣𝗿𝗲𝘃𝗶𝗼𝘂𝘀𝗹𝘆 𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 (𝘁𝗼𝗽 𝟭% 𝗼𝗻 𝗨𝗽𝘄𝗼𝗿𝗸) ✅ AI architecture, not AI demos production multi-tenant platforms that scale ✅ End-to-end ownership agent architecture to deployment to team handoff ✅ 15+ years, 50+ AI agents in production, 24,000+ Upwork hours ✅ Multi-LLM, multi-tenant, multi-channel platform scale, not script scale ✅ Top Rated Plus with 100% JSS sustained, not seasonal 🚀 About I architect production AI agent systems multi-tenant LLM orchestration, agentic RAG, voice AI, and MCP servers for SaaS founders and agencies who need real systems, not chatbot demos. 15+ years of full-stack engineering means your AI doesn't just work in a Loom video; it scales, bills, and survives real traffic. 🌟 What I Deliver ✅ AI Agent Platforms Multi-tenant orchestration with multi-LLM execution (OpenAI, Anthropic, Gemini), agentic RAG, MCP servers, embeddable widgets, LangSmith tracing, cost/KPI analytics ✅ Voice AI & Conversational Agents Production voice with VAPI, ElevenLabs, Twilio inbound/outbound calling, transcription, workflow triggers, per-call cost attribution ✅ AI Workflow Automation n8n-powered agentic workflows connecting LLMs, CRMs, payments, and 70+ APIs into autonomous business processes ✅ Multi-Tenant SaaS Infrastructure Laravel/Node backends with per-tenant isolation, subscription billing, role-based access, React frontends scaling 100 to 100K users ✅ Enterprise AI Integrations Stripe, Salesforce, HubSpot, Go High Levek (GHL) ,Shopify, OpenAI, Anthropic, Gemini, ElevenLabs, VAPI, Twilio webhook routing, async queues, full observability 🏗️ What I Build AI Agent Orchestration Platforms Production multi-tenant systems that deploy, manage, monitor AI agents at scale: multi-LLM, agentic RAG (Pinecone/MongoDB), streaming chat, cost tracking, KPI dashboards, embeddable widgets. Voice AI & Conversational Automation Voice agents with ElevenLabs, VAPI, Twilio inbound/outbound calls, real-time transcription, post-call analysis, workflow triggers, per-call cost attribution. n8n Workflow Automation Builders No-code automation backed by n8n with drag-and-drop editors, multi-step agentic workflows, webhooks, 20+ tool integrations (Slack, Sheets, Asana, ClickUp, HubSpot). MCP Servers & Agent Tool Integration Custom Model Context Protocol servers giving AI agents tool-use, structured outputs, and secure access to internal data. Multi-Tenant SaaS Backends Laravel backends with per-tenant isolation, subscription billing, role-based permissions, REST APIs built to scale from first customer to thousands. React Frontends at Scale TypeScript React 18 with BLoC, real-time streaming (Socket-io + Pusher), embeddable widgets, browser extensions, visual workflow builders CI/CD deployed. API Integration Systems 70+ integrations across Stripe, Salesforce, HubSpot, Shopify, FedEx, VAPI, Twilio, OpenAI, Anthropic, Gemini webhook routing, async queues (Laravel Horizon), error tracking. 🍇 Signature Work 🔷 Studio98-ai AI Workforce Platform (flagship): Multi-tenant AI agent orchestration serving 50+ clients across sales, marketing, ops, support. LangChain orchestration with OpenAI/Anthropic/Gemini, agentic RAG via MongoDB/PostgreSQL, MCP server, n8n workflows, LangSmith tracing. React 18 frontend with 27 modules, embeddable chat widget, browser extension, visual workflow builder, real-time SSE streaming. 🔷 Rave 2.0 Multi-tenant SaaS retail platform with subscription management, analytics, drag-and-drop page builder. 🔷 Enterprise Jira Governance Multi-team Agile system for 50+ developers with workflow automation and executive dashboards. 🛠️ Core Tech Stack AI & Agents: LangChain · LangGraph · LangSmith · MCP · Agentic RAG (Pinecone, MongoDB) · OpenAI · Anthropic Claude · Gemini · Prompt Engineering Voice AI: VAPI · ElevenLabs · Twilio · Real-time Transcription Automation: n8n · Make · Webhooks Backend: Laravel 11 · PHP 8.1+ · Node.js · TypeScript · Nova · Sanctum · Octane · Horizon · Redis · MongoDB · PostgreSQL Frontend: React 18 · TypeScript · Vue.js · Inertia.js · Socket-io · Pusher Infra: Docker · AWS · GCP · Firebase · CI/CD Delivery: Scrum (PSM I) · Jira · Confluence · ACP-620 Last updated: 07.07.2026

🏆 Expert-Vetted (Top 1%) 💰 $200K+ Earned on Upwork ⏱️ 17,000+ Hours 🚀 145+ Projects Completed I help businesses automate operations with production-ready AI agents, workflow automation, and custom AI SaaS platforms powered by OpenAI, Claude, and modern LLMs With 145+ completed projects and 17,000+ hours on Upwork, I have delivered production-ready AI agents, workflow automation systems, and scalable SaaS platforms for startups, agencies, eCommerce brands, healthcare organizations, and growing businesses. I specialize in building AI agents, AI chatbots for business, workflow automation systems, OpenAI API integrations, Claude integrations, RAG systems, n8n automations, GoHighLevel automations, Python automation tools, FastAPI backends, custom APIs, and scalable SaaS MVPs using React, FastAPI, Node.js, AWS, and PostgreSQL 𝗔𝗜 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 (𝗰𝗼𝗿𝗲 𝗳𝗼𝗰𝘂𝘀) I design and ship production-ready AI systems — not prototypes: • GPT/Claude-powered agents for sales, support, and internal operations • AI chatbots that work across documents, PDFs, and business logic • End-to-end automation pipelines using n8n, Make, APIs, and AI agents • RAG-based platforms with vector search (LangChain, Pinecone, etc.) • LLM integrations: OpenAI, Anthropic, embeddings, multi-agent workflows 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Backend: Python (FastAPI, Django), Node.js (Express, NestJS), REST/GraphQL APIs Frontend: React, Next.js, TypeScript, Tailwind CSS, Vue Infra: PostgreSQL, MongoDB, Redis, AWS, Docker, CI/CD, Azure, Google Cloud, VPS Infrastructure 🔍 Specialties AI Engineer • AI Agent Development • AI Automation • AI Workflow Automation • OpenAI • Anthropic Claude • Claude Code • MCP (Model Context Protocol) • LangGraph • Multi-Agent Systems • RAG • Vector Databases • AI Chatbots • Voice AI • Computer Vision • FastAPI • Python • React • AWS • PostgreSQL • SaaS Development • API Integrations • LLM Engineer • Generative AI • Prompt Engineering • AI Integration • AI Workflow Automation • Multi-Agent AI • Vector Search • Knowledge Base AI • Artificial Intelligence 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗸𝗲𝗲𝗽 𝗰𝗼𝗺𝗶𝗻𝗴 𝗯𝗮𝗰𝗸: clean, documented code; systems that are reliable in production, not just demos; clear communication; and a focus on the business outcome, not just the build. Looking for AI agents, workflow automation, custom SaaS development, or OpenAI integrations? Send me a message and let's discuss your project.

📩 𝗟𝗲𝘁’𝘀 𝗯𝘂𝗶𝗹𝗱 𝘆𝗼𝘂𝗿 𝗻𝗲𝘅𝘁 𝗔𝗜 𝗯𝗿𝗲𝗮𝗸𝘁𝗵𝗿𝗼𝘂𝗴𝗵 — 𝗺𝗲𝘀𝘀𝗮𝗴𝗲 𝗺𝗲 𝘁𝗼 𝗴𝗲𝘁 𝘀𝘁𝗮𝗿𝘁𝗲𝗱 𝘁𝗼𝗱𝗮𝘆. 🔹 Availability: Full-time (𝟰𝟬–𝟱𝟬 𝗵𝗿𝘀/𝘄𝗲𝗲𝗸) | Open to long-term and enterprise AI projects. 🔹 Trusted AI/ML Engineer with 𝟴+ 𝘆𝗲𝗮𝗿𝘀 of Exp. delivering intelligent solutions for startups, SaaS 🔴 I am in the 𝗧𝗼𝗽 𝟭% overall on Upwork. 🔴 I am in the 𝗧𝗼𝗽 𝟮% overall on StackOverflow. 🔹8+ Years of Experience as a Fullstack AI/ML Developer. 🔹 $70K+ Billing done over upwork. 🔹 5404+ Hours on Upwork | 30+ Successful Projects Delivered. 🔹 Worked with Fortune 100 Companies. 🔹 Performance-Driven, Scalable & SEO-Optimized Web Applications. 𝗜’𝗺 𝗦𝗮𝘂𝗿𝗮𝗯𝗵 𝗞𝘂𝗺𝗮𝗿, 𝗮 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗔𝗜/𝗠𝗟 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 & 𝗜 𝗵𝗮𝘃𝗲 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 𝗮𝗻𝗱 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁... 🔹 Fine Tuning: Specialized in persona writing, QnA, medical, legal using mistral, llama3 🔹 LLM Synthetic Dataset Generation 🔹 LLM Evaluation Framework 🔹 LLM Deployment: On Cloud platforms like RunAPod, AWS, GCP 🔹 AI Agents / Voice Bots: Proficient with CrewAI/AutoGen, Amazon Polly, Deepgram. 🔹 OS LLM Deployment: On AWS/GCP/RunPod using SkyPilot (vLLM/TGI) 🔹Python (Flask, Fast API, Django, GPT API, Pytest, BeautifulSoup, Selenium) 🔹 Web Scraping, Data Mining, Web Crawling, Data Parsing, Automation, Bots 🔹 Fullstack (JavaScript, MongoDB, Express.js, React, Node.js) 🔹 DevOps - Ansible, Docker, Kubernetes, GitLab CI\CD (AWS/Azure/DO/GCP). 🔹 API integration: Binance API, Telegram API, OpenAI API, BetFair API, OddsJam API, Stripe API. 🔹 API development: RESTful API, Web Services, HTTP Methods, JSON/XML, API Security, OAuth, API Documentation, API Testing, Postman, Swagger, API Gateway, Microservices, Endpoint Design 📌 𝗠𝘆 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗲 📌 ⚙️ Web Scraping | Data Mining | Data Extraction ⚙️ Web Automation | Data Cleaning | Data Collection ⚙️ Crypto Trading Automation | Automate Trading Strategy ⚙️ Interactive Brokers Bot | Crypto Trading Bot | Dashboard ⚙️ Data Analysis | Data Visualization | Data Entry ⚙️ Auto Fill Web Forms (Just a click away!) ⚙️ Merge Multiple CSV Files into a Master File ⚙️ Custom Scripting for Your Specific Needs 𝗠𝘆 𝗦𝗸𝗶𝗹𝗹𝘀𝗲𝘁: ⤵️ AI Agents, Voice Agents, CrewAI, AutoGen, Hugging Face, LLaMA 3, Mistral 7B, PEFT, LoRA, QLoRA, Prompt Engineering, RAG Pipelines, LangChain, Vector Databases, FastAPI, Flask, Django, Streamlit, Azure OpenAI, OpenAI API, vLLM, GPTQ, Trading Bots, Binance API, Telegram Bot API, Python, Selenium, Scrapy, Playwright, BeautifulSoup, Regex, REST APIs, Pandas, NumPy, Scikit-learn, PostgreSQL, Firebase, MongoDB, Data Analysis, Data Engineering 📌 𝗔𝗜 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 & 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀:📌 🔹𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 / 𝗩𝗼𝗶𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀: CrewAI, AutoGen, Amazon Polly, Deepgram. 🔹L𝗟𝗠 𝗙𝗶𝗻𝗲𝘁𝘂𝗻𝗶𝗻𝗴 & 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴: PEFT, LoRA, QLoRA, RLHF, DPO with Unsloth, Axolotl, Hugging Face. 🔹𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲 𝗟𝗟𝗠𝘀: LLaMA 3, Mistral 7B, Mixtral 8x7B. 🔹𝗙𝗮𝘀𝘁 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 & 𝗦𝗲𝗿𝘃𝗶𝗻𝗴: vLLM, TGI, DeepSpeed. 🔹𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 & 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻: API-first architecture, Streamlit, Gradio, LangChain, CrewAI. 🔹𝗣𝗿𝗼𝗺𝗽𝘁 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 & 𝗥𝗔𝗚 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀: Custom GPT-4 workflows, Multi-agent orchestration, vector search integration. Quantization & Optimization: AWQ, GPTQ, GGUF, GGML. I believe in creating lasting partnerships with my clients by delivering projects on time and exceeding expectations. I look forward to bringing my technical expertise and passion for software development to your project and making a meaningful impact. Thanks Saurabh Kumar

Custom AI Agents, RAG Pipelines, & Intelligent Workflow Automation Are you looking to: - Eliminate repetitive manual tasks and cut operational costs? - Build a cutting-edge AI product or scale a SaaS MVP? - Integrate LLMs directly into your existing business software? Most clients come to me with the same problem: a powerful LLM idea but no reliable Python backend to ship it. That is exactly where I help. I design clean, scalable Python systems, wire them into LangChain with full LangChain agent support, LangChain tool calling, LangChain memory, and LangChain Expression Language — then ground every LLM response in your data through a well-tuned RAG retrieval layer so answers stay accurate instead of hallucinated. Core Technical Expertise: Generative AI and LLM Systems: OpenAI API, Anthropic, Llama, LangChain, LlamaIndex, LLM prompt design, LLM call logging, and LLM cost optimization AI Architecture: RAG (Retrieval-Augmented Generation), Autonomous AI Agents, Agentic AI workflows, and Vector Databases including Pinecone, ChromaDB, and Milvus Python Backend and APIs: FastAPI, Flask, REST APIs, Webhooks, and custom Python integrations Data and Workflow Automation: Web scraping with BeautifulSoup, Selenium, and Scrapy; workflow automation with Celery, Zapier, Make, and Crontabs Cloud and DevOps: Docker, AWS, GitHub Actions, PostgreSQL, and MongoDB What I Can Build With Python, LLM, RAG, and LangChain: Autonomous AI Agents — custom LangChain agents that reason, use tools, browse the web, and execute multi-step Python workflows without constant supervision. Full Agentic AI pipelines built in Python with LangChain tool calling and LangChain memory for persistent, stateful automation. Enterprise RAG Systems — production RAG knowledge bases that chat with your private PDFs, CSVs, and databases. A tuned RAG retrieval layer keeps every LLM answer grounded in your data, with high retrieval accuracy and minimal hallucinations. Every RAG system is evaluated for retrieval quality before delivery. SaaS MVPs — rapid Python and LangChain builds of LLM-powered products, taken from a blank repo to a validated, revenue-ready MVP with clean Python architecture and scalable RAG pipelines. Business Automation Pipelines — Python services powered by LangChain and LLM integrations that connect your CRM, Slack, Discord, and internal databases to automate lead nurturing, reporting, and data entry end to end. Intelligent Document Processing — LangChain and LLM-driven extraction, classification, and analysis of invoices, resumes, and legal documents, backed by a RAG index for instant, accurate search and retrieval. Why Work With Me? I pair a business-first mindset with clean, modular Python architecture. Every LLM system I deliver uses FastAPI, proven LangChain patterns, and a well-evaluated RAG retrieval layer so your Python LLM automation keeps performing as your business scales. Every LLM call is logged, monitored, and cost-optimized. You receive transparent communication, clear documentation, clean Git commits, and full end-to-end delivery from Python API integration to cloud deployment on AWS with Docker. I have shipped Python, RAG, and LangChain systems that cut manual work, replaced brittle scripts with reliable LLM pipelines, and turned static documents into searchable, conversational RAG knowledge bases. Whether you need a single LangChain agent, a full RAG platform, or a complete LLM-powered SaaS backend in Python — I deliver Python code you can trust and scale. Click Invite to Job and let us discuss your Python, LLM, RAG, or LangChain project on a quick discovery call.