Sumit Kumar

About

Computer Science undergraduate specializing in production-oriented AI/ML systems — RAG pipelines, LangChain-based LLM orchestration, and vector search (Pinecone) — backed by systems-level engineering ability, including building infrastructure components (load balancing, health checks, failover) from raw TCP sockets. Delivered a 90%+ task-completion rate on a deployed conversational AI system and ranked in the top 1% of 13,779 participants in the Meta Cup. Seeking a Data Science / Data Engineering / GenAI role.

What I'm looking for

Computer Science undergraduate specializing in production-oriented AI/ML systems — RAG pipelines, LangChain-based LLM orchestration, and vector search (Pinecone) — backed by systems-level engineering ability, including building infrastructure components (load balancing, health checks, failover) from raw TCP sockets. Delivered a 90%+ task-completion rate on a deployed conversational AI system and ranked in the top 1% of 13,779 participants in the Meta Cup.

Experience

AI Developer — Internship

Jun 2025 – Oct 2025

• Achieved a 90%+ successful task-completion rate on a multi-turn conversational AI system, measured across 50+ test cases spanning 20+ scenarios, by iteratively optimizing prompts and dialogue flows using LangChain. • Eliminated manual data entry for downstream processing by building an LLM-driven pipeline that extracted 10+ structured family-data attributes from unstructured conversational input. • Improved pre-deployment system reliability by designing and executing a structured QA process across 100+ test interactions using Hugging Face models and memory/context-based pipeline design.

LangChainHugging FaceLLM pipelines

CodeBasera

Education

CMR University

B.Tech · Computer Science & Engineering

2023 – 2027

Certifications

Skills

Languages