Ghulam A.
Full Stack AI Dev | LLM, GenAI, SaaS | MERN + Python | AI Agents
I transform raw LLM capabilities into real-world business solutions. From concept to deployment, I build AI systems that deliver measurable results. Recent AI + RAG projects. 1- Architected a high-scale pipeline indexing 500K+ documents using Pinecone and OpenAI. Optimized retrieval via hierarchical chunking, metadata filtering, and hybrid search to minimize hallucination. 2- Engineered a LangGraph-driven agent handling 1K+ daily queries. Implemented stateful orchestration, tool-calling, and self-correction loops for reliable multi-turn automation. 3- Boosted engagement by 40% using cross-encoder re-ranking and dense vector embeddings to maximize Mean Reciprocal Rank (MRR). 4- Deployed LLM microservices for 50K+ users, utilizing Redis semantic caching and LangSmith for observability and latency optimization. What I Build: • RAG-Powered Knowledge Bases: Index millions of documents, deliver answers in milliseconds • AI Agents & Chatbots: Multi-turn conversations, memory, tool use, human-in-the-loop • LLM Integration: Seamlessly embed OpenAI/Claude into existing applications • Custom AI Workflows: LangChain, LangGraph, multi-agent systems • Semantic Search: Find relevant content with 95%+ accuracy using vector databases Why Hire Me? 1- Expert in AI Driven SaaS & MVP development – Helping startups launch and scale 2- Performance-focused development – Optimized, scalable, and secure web applications 3- On-time delivery & agile workflow – Meeting deadlines while maintaining quality Technical Expertise: • Frontend: React, Next.js, Redux, TypeScript, Tailwind CSS, MUI • Backend: Node.js, Express.js, Python, Django, FastAPI, Flask, REST/GraphQL APIs, WebSocket • Database: MongoDB, PostgreSQL, Redis, Firebase • Tools: Docker, AWS, CI/CD pipelines AI-Powered Chatbots & Conversational AI: • AI/LLMs: OpenAI GPT, LangChain, Claude AI, LlamaIndex • Messaging Platforms and Voice Assistants Portfolio Highlights • Maple HRMS (MERN, Microservices): Built a scalable HRMS with granular RBAC, automated workflows, and payroll integrations, reducing administrative overhead by 40%. • Boon ATS (MERN): Revamped frontend performance by 50% and engineered a custom integration engine for seamless applicant tracking and reward automation. • AI-Powered Chatbots: Deployed NLP-driven support bots (BERT/GPT-3.5) cutting response times by 60% for 20+ clients. 📩 Let’s Discuss Your Project!
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $19k
Billed in all: $93,356$93k
$4.9k in the last 6 months
Across 7 contracts
Earnings, last 30 days
Skill rankings: Top 4% in Web Development
Ranked by MRR among everyone on Upwork with the skill.
- #10Pinecone202 freelancers · 🇵🇰 #3Top 5%🇵🇰#3 of 70
- #35MLOps468 freelancers · 🇵🇰 #9Top 7%🇵🇰#9 of 113
- #216Large Language Model2,726 freelancers · 🇵🇰 #56Top 8%🇵🇰#56 of 852
- #253Django5,931 freelancers · 🇵🇰 #53Top 4%🇵🇰#53 of 1,222
- #263FastAPI4,337 freelancers · 🇵🇰 #79Top 6%🇵🇰#79 of 1,347
- #263LangChain3,821 freelancers · 🇵🇰 #96Top 7%🇵🇰#96 of 1,483
- #366AI Chatbot6,841 freelancers · 🇵🇰 #107Top 5%🇵🇰#107 of 2,255
- #383SaaS Development5,201 freelancers · 🇵🇰 #123Top 7%🇵🇰#123 of 1,905