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aditijoshi613/README.md

Hi, I'm Aditi

Data Scientist at HiLabs, building and shipping agentic systems, RAG pipelines, and production LLM applications. Outside of work, I enjoy composing music, exploring new restaurants, and catching a good sunset.

What excites me

Lately, I've been spending a lot of time exploring domain-specific agent evaluation, post-training methods, and Knowledge Graph-powered AI systems. I'm particularly interested in building agents that can reason more reliably by combining LLMs with structured knowledge and domain context.

Most of my recent work has focused on healthcare data systems, where reliability, traceability, and domain knowledge are often as important as model quality.

Currently contributing to

arxiv-research-agent - An LLM agent that searches arXiv, reads papers, and produces cited research syntheses with rigorous evaluation.

Highlighted projects

Project What it does Stack
FindMyGig Agentic live music discovery - finds, ranks, and explains venues near you LangGraph, Spotify API, Streamlit
Big Data Stock System End-to-end S&P 500 anomaly detection pipeline MongoDB, Airflow, Dask, Docker
Patient Survival Prediction Classification model for ICU risk stratification PyTorch, Scikit-Learn

Background

MS Information Management - University of Maryland BTech - IIT Bombay

Previously: Chicago Mercantile Exchange · Morgan Stanley

LinkedIn

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  1. FindMyGig FindMyGig Public

    An agentic live music discovery system to find, rank, and explain live music venues near a user’s location.

    Python

  2. Big-Data-System-for-Stock-Market-Data Big-Data-System-for-Stock-Market-Data Public

    End-to-end Big Data System for anomaly detection on stocks from S&P500 index

    Jupyter Notebook 1

  3. Patient-Survival-Prediction Patient-Survival-Prediction Public

    Classification model for predicting whether a patient is at risk of death during hospitalization

    Jupyter Notebook 1

  4. Retrieval-Augmented-Generation Retrieval-Augmented-Generation Public

    Retrieval Augment Generation Framework for Credit Card Policies

    Jupyter Notebook

  5. arxiv-research-agent arxiv-research-agent Public

    Forked from ashishpagote/arxiv-research-agent

    An LLM agent that searches arXiv, reads papers, and produces cited research syntheses with rigorous evaluation.

    Python