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Dhruv Kamalesh Kumar

Mid-level Generative AI Engineer specializing in LLM agents and RAG applications

Boston, MAGenerative AI Engineer4 years experienceMid-LevelArtificial IntelligenceTechnologyGovernment
ScreenedReferences VerifiedIdentity VerifiedStrongly Recommended

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About

GenAI builder and technical lead with ~2 years of hands-on production experience, including GENIE (a GenAI sandbox for ~44,000 Massachusetts public-sector employees) and A-IEP, a multilingual platform helping parents understand complex IEP documents (cut processing from ~15 minutes to ~2 and used by 1,000+ parents). Strong in RAG/agentic architectures, AWS serverless + Step Functions orchestration, and rigorous evaluation/guardrails for reliable real-world deployments.

Experience

Generative AI EngineerThe Burnes Center for Social Change
GenAI Product Development Co-opThe Burnes Center for Social Change
Software Engineer (Flutter)Acharya Institutes
Machine Learning InternWe Source Company

Education

Northeastern Universitymaster, Artificial Intelligence (2024)
Acharya Institute of Technologybachelor, Computer Science (2022)

Key Strengths

  • Led technical architecture/model selection/prompt & pipeline reviews across 20+ GenAI projects (2024–2025)
  • Designed and deployed end-to-end GenAI systems (RAG + agent-based) from prototype to production
  • Built A-IEP GenAI platform used by 1,000+ parents across multiple languages; reduced processing time ~15 min to ~2 min
  • Strong workflow orchestration for reliability (AWS Step Functions with retries/backoff, branching, checkpoints, parallelization)
  • Rigorous agent/workflow testing with golden datasets and regression evals; measures faithfulness/completeness/extraction accuracy plus latency/cost
  • Ability to deliver production-quality GenAI quickly under pressure (2nd place AWS x Riot Games VCT Hackathon)
  • Effective communication with non-technical stakeholders; presented GENIE to the Governor of Massachusetts and co-built A-IEP with parents

Reference Highlights

Strongly Recommended
  • Lead developer and mentor
  • Built AI tools (AIEP tool) and a sandbox for Mass.gov
  • Strong knowledge of AI tools and products
  • Helpful guide when others are stuck
  • Deep focus on system design for scalability issues
  • Excellent collaborator; easy to work with
  • Team player and leader
  • Strong at solving team problems
  • Very effective with non-technical stakeholders
  • Explains technical concepts clearly in simple terms
  • Ensures others understand and feel comfortable with explanations
  • Leads AI architecture development
  • Successfully delivers AI products to production
  • Builds robust AI workflows
  • Great at communicating with various stakeholders
  • Effective at bridging technical and non-technical teams (e.g., UX research)
  • Clear and concise communicator
  • Uses metaphors to simplify complex concepts

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Languages

English

Skills

Generative AILarge Language Models (LLMs)LLM SystemsReal-time Voice AgentsRetrieval-Augmented Generation (RAG)Multi-agent PipelinesPrompt EngineeringOpenAI APIGPT-4.1AWS BedrockAWS Bedrock AgentsLangChainFAISSPineconeAWS