Skills

The stack, grouped the way I think about a system

Retrieval and agents first, then the observability layer that tells you whether it's actually working, then the backend that keeps it running.

LLM & Agents
RAGMulti-Agent SystemsHybrid Retrieval (BM25 + Semantic)sLLM FinetuningPrompt EngineeringOllamaLangChain
AI Observability & Evals
RAGASContext PrecisionAnswer FaithfulnessLangfuse TracingHallucination Detection
Backend & Systems
FastAPIFlaskAsync MicroservicesWebSocketsREST APIsDockerCI/CDGCPLinuxGit
Data & ML
TensorFlowScikit-LearnTime-Series ForecastingPandas / NumPyFAISSMilvusQdrantMongoDBPostgreSQL
Achievements

Track record

1st
Smart India Hackathon — Winner (Internal Round)
2nd
45-Day DSA Challenge — 1st Runner-Up
3rd
SIT Code Quest — 3rd Place
200+
LeetCode problems solved
Education

Foundation

Siliguri Institute of Technology

B.Tech in Computer Science — AI & ML Specialization
Expected July 2028
CGPA 7.15

Certifications

Mastering Generative AI and ChatGPT · AWS APAC Solutions Architecture Job Simulation · Accenture Nordics Software Engineering Job Simulation
Scaler / Forage
Let's talk

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