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keerthanyaa/README.md

Keerthanyaa Nirmalkumar

AI/ML Engineer specializing in production LLM systems, RAG pipelines, and agentic AI workflows.

MS Data Analytics Engineering · George Mason University · May 2026
Washington, DC · Open to full-time roles starting July 2026

Tech Stack

Python LangChain AWS Docker FastAPI MongoDB

Projects

NL2SQL Prompt Analyzer
LangGraph framework evaluating prompt strategies for NL-to-SQL generation across LLMs

Conversational RAG Evaluation
Hybrid retrieval pipeline with BM25, dense reranking, and faithfulness evaluation

BRFSS Health Analytics
Survey-weighted statistical analysis of CDC health data using R

Metadata Analytics Dashboard
Metadata analytics and visualization dashboard built with HTML and Python

LinkedIn

Popular repositories Loading

  1. AIT614-Project-Spring2025-NL-to-SQL-Prompt-Analyzer AIT614-Project-Spring2025-NL-to-SQL-Prompt-Analyzer Public

    LangGraph-powered framework to evaluate prompt strategies for NL-to-SQL generation across LLM vendors

    Python 1

  2. STAT515-project-Spring2025-BRFSSanalysis STAT515-project-Spring2025-BRFSSanalysis Public

    Survey-weighted statistical analysis of CDC BRFSS 2015 health data using R

    R

  3. AIT626-Project-Fall2025-Multi-turn-Retrieval-Augmented-Generation AIT626-Project-Fall2025-Multi-turn-Retrieval-Augmented-Generation Public

    Multi-turn conversational RAG pipeline with hybrid retrieval, reranking and faithfulness evaluation

    Python

  4. AIT582-Project-Fall25-DREAM AIT582-Project-Fall25-DREAM Public

    Metadata analytics for Disaster Recovery

    HTML

  5. TERM_PROJECT_AIT626_Final_Package_Submission_Team10 TERM_PROJECT_AIT626_Final_Package_Submission_Team10 Public

    Final Project submission package for 526/626 , Fall '25

    Python

  6. keerthanyaa keerthanyaa Public

    About me