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Uttam Kumar

Intern AI Engineer specializing in LLM agents, RAG, and scalable cloud deployment

Atlanta, GAAI Engineer Intern2 years experienceInternArtificial IntelligenceTechnologySemiconductors
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About

AI/LLM engineer at GPT integrators who built a production multi-agent enterprise workflow integration system, tackling hard problems in agent orchestration, layered memory, and custom RAG over enterprise/user data. Also built an education-focused agent solution integrating with Canvas, Zoom, and email to automate classroom admin tasks, and is currently applying agentic AI to insurance underwriting workflows in collaboration with underwriters.

Experience

AI Engineer InternGPT Integrators
Machine Learning ResearcherIra A Fulton School of Engineering, Arizona State University
Software EngineerInfineon Technologies India Pvt. Ltd.

Education

Arizona State Universitymaster, Computer Science (2025)

Key Strengths

  • Built and deployed multi-agent enterprise workflow integration system
  • Architected layered memory (short-term/episodic/semantic) across agents
  • Implemented custom RAG over enterprise and user data
  • Designed agent/tool decomposition to manage context limits and reduce tool confusion
  • Established systematic evaluation: test prompt suites + LLM-as-judge + adversarial prompting
  • Practical orchestration framework experience (LangChain, LangGraph, OpenAI/Claude Agent SDKs)
  • Cross-functional discovery with non-technical stakeholders; translated underwriting checklists into product information architecture

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Languages

English

Skills

Agentic SystemsAirflowAmazon DynamoDBAmazon EC2Amazon S3Apache SparkARM Cortex-M4ASPICEAWSAWS BedrockAWS LambdaBashBenchmarkingCANCloud Computing