
Muhammad Faizan
I build production grade Voice AI agents LiveKit Twilio Python deployed on AWS
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Portfolio
Work experience
AI/ML Engineer
Sympan • Full-time
Nov 2021 - Present • 4 yrs 6 mos
-Built enterprise RAG search for internal knowledge bases using AWS Bedrock (Claude) + OpenAI -Implemented scalable vector retrieval with FAISS (chunking, embeddings, metadata filtering) to improve search speed and document discovery -Developed Urdu NLP modules (spell correction, segmentation) to improve text quality for search and OCR post-processing -Built a multilingual OCR pipeline (English/Urdu/Arabic) for extracting text from broadcast/news imagery -Shipped models and pipelines as FastAPI services and integrated them into products with monitoring, iteration, and reliability focus