AI Engineer, Managing Director @ AI GenMat ↗

Muhammad
Awais

Designing and shipping production AI systems: agentic workflows, RAG pipelines, and applied LLM infrastructure.

Gen AI Agentic AI RAG LLM NLP Computer Vision Multi-Agent

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AI Engineer

Managing Director AI GenMat

Agentic AI

AI Research & Systems

AI Projects.

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Jun 2026

LectureLens: AI-Powered Study Assistant with RAG & Hybrid Search

A production-grade Flask application that ingests PDF, DOCX, and PPTX lecture materials, indexes them with ChromaDB vector embeddings and SQLite FTS5 full-text search, then answers natural-language questions via a RAG pipeline powered by NVIDIA's LLaMA 3.3 70B, complete with page-level source citations.

RAGLLMFlaskPythonChromaDBHybrid SearchNVIDIA APISentence TransformersSQLiteNLPVector DatabaseAI Study Assistant

GitHub ↗ Details →

Mar 2026

MediScan AI: Medical Image & Report Assistant

End-to-end medical imaging pipeline: OpenCV preprocessing → ViT classification → ResNet-18 + IsolationForest anomaly scoring → LLaMA 3.1 70B report generation, served as a FastAPI REST endpoint.

AIComputer VisionLLaMAFastAPIPyTorchHugging FaceMedical AIVision TransformerAnomaly DetectionNLP

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Feb 2025

Document Q&A System

Production-ready RAG system built with LangChain, FAISS, and Streamlit. Upload PDF, DOCX, or TXT files and ask natural language questions with source citations and conversational follow-up memory.

LangChainFAISSStreamlitLLMNLPRAGPythonGroqVector SearchConversational AI

GitHub ↗ Details →

Jan 2025

AI Research Assistant Agent

Autonomous AI research agent built with Python, Groq LLM, and Tavily Search API, searches the web, extracts multi-source content, and generates structured, cited research reports with PDF/TXT export.

AI AgentsLLMWeb SearchAutomationStreamlitGroqTavilyPythonRAGNLP

GitHub ↗ Details →