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Omkarnath THAKUR

Intern AI/Data Scientist specializing in LLMs, RAG, and MLOps

University of MarylandUniversity of Maryland, College ParkMaryland, USA2 Years ExperienceIntern LevelWorks On-Site

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About

Internship project at Builder Market: built an end-to-end production multimodal LLM application that estimates renovation/replacement costs from appliance photos (CLIP embeddings) or text descriptions, combining fine-tuning with agentic RAG. Focused heavily on real-world performance constraints—latency and cost—using parallel agent workflows, model routing to smaller/open-source models, re-ranking, and retrieval chunking, and collaborated closely with CEO/co-founders to deliver the solution.

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Key Strengths

  • Built and deployed an end-to-end multimodal LLM system (backend, frontend, production LLM calls)
  • Applied multiple latency-reduction strategies (model routing, parallel agent design, re-ranking, chunking)
  • Hands-on with agentic RAG/chatbot architectures and evaluation approaches (LLM-as-judge, cost-focused evaluation)
  • Strong MLOps/orchestration exposure (LangGraph, CI/CD with GitHub Actions/Jenkins, Kubernetes)
  • Structured approach to model/method selection via data curation, prototyping, and baseline comparisons

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Experience

Graduate Research AssistantUniversity of Maryland · Jun 2025 – Aug 2025part-time
Artificial Intelligence Product and Prototyping InternThe Builder Market · Jun 2025 – Aug 2025internship
Data ScientistKamdhenu Robotics · Jun 2021 – Jul 2023

Education

University of Maryland, College Parkmaster, Data Science (2025)

Awards

  • Regional Mathematics Olympiad
  • MPVS – Delhi State Rank 3

Languages

English

Certifications

Master in ML – Coding BlocksComplete Generative AI Boot-campComplete ML-Ops Boot-camp

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Connect with Omkarnath

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Typically responds within 24 hours

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Omkarnath THAKURIntern AI/Data Scientist specializing in LLMs, RAG, and MLOps