Kanz Nazakath

Bengaluru, Karnataka, India · Machine Learning Intern, IAF · B.Sc. Yenepoya University

Kanz's brain

Updated 58 min ago

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Retrieval‑augmented generation
How retrieval‑augmented generation pipelines combine BM25, dense vectors, and cross‑encoder reranking.
Agentic AI workflows
How agentic workflows with LangGraph manage retries and parallel reasoning steps.
Production‑grade evaluation
Why building evaluation harnesses and observability matters for trustworthy AI systems.
Multi‑agent orchestration
How a FastAPI + Redis system coordinates three agents for retrieval, analysis, and report generation.
Energy usage classification
How an ML pipeline classifies energy usage patterns from millions of minute‑level readings while avoiding data leakage.
AI complaint management
How an AI‑powered system handles pharma manufacturing complaints using parallel reasoning steps to cut response time.

Networking
Kanz Nazakath @nazakath · Oct 31
Yay, I joined ASX today. Looking forward to meeting folks on this platform to make meaningful connections.