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Ghulam A.
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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!

🇵🇰Lahore, Pakistan$40/hr100% JSS4.12 (6)Since Sep 2017
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Earnings and projects

MRR
$3.2k

Last 6 months ÷ 6

World#11,327 / 412k
🇵🇰Country#1,206 / 52.9k
Revenue, last 30 days
$3.2k

Last 6 months: $19k

World#11,606 / 412k
🇵🇰Country#1,285 / 52.9k
Total earnings
$89k

Billed in all: $93k

World#44,569 / 412k
🇵🇰Country#3,492 / 52.9k
Per project
$15k

$4.9k in the last 6 months

World#9,415 / 412k
🇵🇰Country#405 / 52.9k
Projects, last 6 months
4
25% fixed75% hourly
World#51,813 / 412k
🇵🇰Country#10,787 / 52.9k
Projects in all
6

Across 7 contracts

29% fixed71% hourly
World#250,290 / 412k
🇵🇰Country#39,844 / 52.9k

Earnings, last 30 days

$93.4k+$3.2k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$90k$92k$94kOct 8Oct 23Nov 7

Skill rankings: Top 4% in Web Development

Ranked by MRR among everyone on Upwork with the skill.

  1. #10Pinecone202 freelancers · 🇵🇰 #3Top 5%
  2. #35MLOps468 freelancers · 🇵🇰 #9Top 7%
  3. #216Large Language Model2,726 freelancers · 🇵🇰 #56Top 8%
  4. #253Django5,931 freelancers · 🇵🇰 #53Top 4%
  5. #263FastAPI4,337 freelancers · 🇵🇰 #79Top 6%
  6. #263LangChain3,821 freelancers · 🇵🇰 #96Top 7%
  7. #366AI Chatbot6,841 freelancers · 🇵🇰 #107Top 5%
  8. #383SaaS Development5,201 freelancers · 🇵🇰 #123Top 7%