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immuhammadfurqan/README.md

Muhammad Furqan

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Lahore, Pakistan Β· Full-Stack AI Engineer @ Sensus DWC LLC (Dubai)


About

I'm an AI Engineer with ~2 years of focused experience building RAG systems, LLM applications, and Voice AI agents for real clients across automotive, education, defense, and enterprise SaaS.

My work bridges research and deployment β€” I build things that run in production, not just demos. I specialize in:

  • 🧠 RAG & LLM Systems β€” semantic retrieval, hybrid search, multi-tenant architectures, prompt engineering at scale
  • πŸŽ™ Voice AI Agents β€” real-time conversational agents using ElevenLabs, VAPI, Retell AI, Deepgram, and Twilio
  • βš™οΈ Backend & APIs β€” FastAPI, Django REST, Node.js, AWS, Docker

πŸš€ Featured Projects

πŸŽ™ Nova & Arissa β€” Voice AI Agents

Client: Proton Malaysia
Two production-deployed Voice AI agents for Malaysia's national automotive brand. Nova handles EV sales conversations β€” customer discovery, model Q&A, and test drive booking. Arissa manages service appointment scheduling with intent detection and warm voice UX. Built on ElevenLabs TTS, Deepgram STT, and Claude for reasoning across multiple Proton centers.

πŸŽ™ ParadeDeck AI

Podcast-native RAG platform for military intelligence content. Transcribes, embeds, and semantically searches 100+ hours of military podcasts. Built with Deepgram, Pinecone, and LLMs β€” enabling sub-second semantic discovery across a large audio content library.

πŸ’¬ RMA Motors β€” WhatsApp AI Agent

Outbound trade-in campaign agent for an automotive dealership. Runs full conversation flows β€” qualification, objection handling, appointment booking β€” over WhatsApp via a multi-agent architecture with session memory, pgvector semantic search, and campaign-specific guardrails.

πŸ›  Aurelia

AI diagnostics assistant for an industrial crane services company. Processes error codes and troubleshooting manuals for EFFER, PM, and HIAB equipment β€” delivering concise, accurate guidance in under 500 chars for field technicians under time pressure.

🧠 Ekko AI

Enterprise multi-tenant SaaS for AI-assisted knowledge work. Features subscription management, analytics dashboard, prompt template library, and Firebase push notifications. Built on Django REST + LangChain β€” designed for team-scale deployment.

πŸ“˜ MathWiz

Adaptive EdTech platform that generates grade-appropriate math questions, runs personalized quizzes, and gamifies progress with badges. LLM-generated content served via FastAPI + AWS β€” designed to reduce teacher workload for content creation.

Production-ready FastAPI wrapper for robust playing card detection using YOLOv8 with multi-scale detection, image preprocessing, and batch processing capabilities.

πŸ™ Salah GPT

Islamic AI assistant grounded in Quran & Hadith for contextual Q&A. A RAG-based system delivering domain-accurate, citation-aware religious guidance.

Other Production Work

Project What it does
πŸŽ“ Akademus AI Document-based RAG platform with auto-generated flashcards & quizzes for students
🧾 Requirement GPT LLM-powered structured SRS document generator for software teams
πŸ”Š AI Voice API Platform Omnichannel conversational AI system with automated telephony infrastructure

🧩 Core Stack

AI / LLM Python LangChain LangGraph OpenAI Claude HuggingFace YOLO

Backend & Infra FastAPI Django Node.js AWS Docker Twilio

Databases & Vector Stores PostgreSQL Pinecone MongoDB ChromaDB Qdrant

Voice & Audio ElevenLabs VAPI Retell AI Deepgram Whisper

Dev Tools Claude Code Cursor n8n GitHub VSCode


πŸ† Recognition

  • πŸ₯‡ Kaggle Notebooks Master β€” Top 150 globally Β· 1x Gold, 5x Silver, 15x Bronze medals
  • 🌍 LinkedIn Top Voice (AI) β€” Recognized for making complex AI concepts accessible
  • πŸ’» 250+ LeetCode Problems β€” Strong DSA foundation
  • πŸŽ– Top Performer @ Knowledge Streams β€” 94% evaluation score during AI internship
  • πŸŽ“ IBM Certified Data Scientist

πŸ“Š GitHub Stats


πŸ”­ Currently

  • πŸ›  Building: Outbound Voice AI calling agents & multi-agent WhatsApp systems
  • πŸ“š Reading: AI Engineering by Chip Huyen
  • πŸ’Ό Open to: AI/ML engineering roles Β· Research collaborations

🌍 Open Source Contributions

Repository Stars Contribution
pipecat-ai/pipecat Multiple merged PRs β€” NVIDIA STT bug fix + memory service reliability fix in this real-time Voice AI framework
mem0ai/mem0 PR #5573 β€” Semantic entity typing with sync/async parity in the entity store; reviewed & approved by maintainers
github/awesome-copilot Merged contribution
K-Dense-AI/scientific-agent-skills PR #173 β€” Pinecone vector database skill with hybrid search & scientific embedding models
NousResearch/hermes-agent PR #37959 β€” Pinecone RAG skill adapted for the Hermes agent schema

🀝 Work With Me

I'm always open to interesting conversations β€” whether you're building something with LLMs, exploring Voice AI, or want to talk shop about RAG systems and AI agents.

  • πŸ’Ό Roles β€” Open to AI/ML engineering roles at companies working on meaningful problems
  • πŸŽ“ Research β€” Interested in collaborating on NLP, RAG, or conversational AI research
  • πŸ“¬ Get in touch β€” muhammadfurqan0100@gmail.com or connect on LinkedIn

Building AI systems that work in production Β· RAG Β· Voice AI Β· LLM Applications

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