Iman Imran - AI Engineer | Contra
Work by Iman Imran
Sign Up
Post a job
Sign Up
Log In
Iman Imran
From idea to intelligent system, end to end.
Message
Follow
New to Contra
Iman is building their profile!
Karachi, Pakistan
Work
Posts
About
Karachi, Pakistan
1
Complete stack RAG driven document intelligence assistant developed using FastAPI and React. Features multi-format ingestion support (PDF, DOCX, and scanned images through EasyOCR), with FAISS vector indexing, and 6 LLM driven modes operating on Groq’s Llama 3.3 70B model. Dockerized application via GitHub actions CI pipeline for automatic linting and build validation with sub-2 second response time in local tests. FAISS is chosen over Pinecone for quick in-memory computation without relying on cloud infrastructure, while Groq is selected over other options for quicker and cheaper inference than GPT-4 alternatives.
1
1
40
