Open to opportunities

Faiz Ahmed

@faizahmed2

Message

I build AI systems for knowledge retrieval, evaluation, and prediction.

India

Message

What I'm looking for

I'm looking for an AI or machine learning role where I can build production-focused LLM, retrieval, evaluation, and predictive systems while continuing to grow through hands-on engineering work.

I've built AI systems for enterprise knowledge retrieval, LLM evaluation, automated research, and machine learning prediction. During my Infosys Springboard internship, I developed a Knowledge Graph pipeline for PDFs, emails, CSVs, and databases, combining Python, Neo4j, LangChain, FAISS, Groq LLM, and Chainlit.

My projects include a mental health score predictor that achieved an R² score of 0.89, an LLM benchmarking pipeline that identified a 67× throughput improvement for Qwen3-32B over a local Phi-4 model, and a multi-agent research system for web research and report generation.

I'm also a Core Team Member of the Computer Science and Engineering Society, where I help organize hackathons, coding contests, and technical events.

Experience

Work history, roles, and key accomplishments

Current

Core Team Member

Current

Computer Science and Engineering Society

Dec 2023 - Present (2 years 8 months)

Organized hackathons, coding contests, and technical events while coordinating logistics and participant engagement.

Event Management Coordination

Intern

Infosys

Nov 2025 - Jan 2026 (2 months)

Built a Knowledge Graph pipeline for ingesting and processing structured and unstructured enterprise documents. Implemented RAG-based semantic search using SentenceTransformer embeddings, FAISS, and Neo4j hybrid retrieval.

Python Neo4j Faiss Chainlit Sentence Transformers SpaCy RAG Knowledge Graphs