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Kunal Kulkarni - AI Research Intern (Internship) in Palo Alto, CA

Kunal Kulkarni

Intern AI/ML Researcher specializing in computer vision and data engineering

TieSetUCLAPalo Alto, CA1 Years ExperienceIntern LevelWorks On-Site

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About

Built a production-oriented multimodal RAG "Fix Assistant" with FastAPI, Tavily search, BM25 + cross-encoder reranking, and a local Phi-3.5 model, emphasizing strict grounding and fallback/verification modes to prevent hallucinations. Also has hands-on federated learning experience using STADLE to orchestrate edge-node training and aggregation for EV telemetry data, plus experience communicating AI results to non-technical stakeholders (traffic RL/congestion outcomes).

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Key Strengths

  • Built end-to-end RAG troubleshooting assistant (retrieval + reranking + local LLM + orchestration)
  • Strong reliability engineering for LLM apps (strict grounding, templates, citation/contradiction checks, fallback chains)
  • Practical evaluation discipline (unit tests, offline eval on logs, controlled rollouts, baselines, ablations)
  • Federated/distributed ML orchestration on edge nodes using STADLE
  • Improved federated training stability via stratified partitioning and weighted aggregation using node validation metrics
  • Able to translate technical KPIs into stakeholder-facing outcomes (e.g., congestion reduction in traffic RL project)

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Experience

AI Research Intern (Internship)TieSet · Apr 2025 – Sep 2025internship
Undergraduate Researcher (Full Time)Elegant Mind Lab · Jun 2022 – Aug 2022

Education

UCLAbachelor, Applied Math (Specialization in Computing/CS) (2025)

Awards

  • Dean's List - Irvine Valley College

Languages

English

Certifications

Irvine Valley College

Publications

1 publication

Computer VisionEgocentric Perception3D Spatial PerceptionDepth Estimation

Memberships

  • ACM

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Kunal KulkarniIntern AI/ML Researcher specializing in computer vision and data engineering