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saanikapatil08/README.md

Hey! I'm Saanika Patil

Data Scientist | AI Engineer | Agentic AI + ML Systems

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๐Ÿš€ About Me

I'm a Masterโ€™s student in Data Science at the University of Maryland, College Park, graduating May 2026. I build AI, ML, and data science systems end to end, from RAG pipelines and model evaluation to experimentation, forecasting, analytics, and production integration.

  • ๐ŸŽ“ MS Data Science, University of Maryland, College Park
  • ๐Ÿค– AI systems: RAG, LangChain, LangGraph, LLaMA 2, Claude API, agentic workflows
  • ๐Ÿ“Š Data Science & Experimentation: A/B testing, causal inference, statistical validation, forecasting
  • โš™๏ธ Systems: Python/SQL/R, PySpark, Databricks, Hadoop, Snowflake, BigQuery, Azure, AWS, GCP

black kawaii cat waving

๐Ÿ“š Skills (โ€œHere's what I doโ€ list)

๐Ÿค– Generative AI & LLMs: RAG, LangChain, LangGraph, LLaMA 2, Transformers, Embeddings, Vector Databases, Prompt Engineering, LLM Evaluation, Claude Code, Cursor, Claude Skills, MCP Servers
๐Ÿ“Š Machine Learning & Data Science: regression/classification, XGBoost, SARIMAX, time-series forecasting, predictive modeling, feature engineering, SHAP
๐Ÿงช Experimentation & Statistics: A/B testing, causal inference, Bayesian statistics, propensity score matching, hypothesis testing, statistical validation
โš™๏ธ Systems & Data: Python, SQL, R, PySpark, Databricks, Hadoop, Snowflake, BigQuery, PostgreSQL, Azure, AWS, GCP, Docker, Git

๐Ÿ› ๏ธ Tech Stack

๐Ÿ’ป Languages & Core Tools

๐Ÿค– Machine Learning & AI

โ˜๏ธ Cloud & Data Platforms

๐Ÿ—„๏ธ Databases & Visualization

๐Ÿ”ง Additional Tools

developer coding animation

๐Ÿ“ซ Let's Connect!

LinkedIn Email Portfolio

Currently looking for Data Scientist / AI Engineer / ML Engineer roles starting May 2026

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  1. Healthcare-Chatbot Healthcare-Chatbot Public

    GenAI-powered healthcare chatbot built using Retrieval-Augmented Generation (RAG) with LLaMA-2, FAISS vector search, and document grounding for accurate, explainable medical responses.

    Python

  2. Digital-Restoration-An-automated-CV-pipeline Digital-Restoration-An-automated-CV-pipeline Public

    An automated computer vision pipeline for historical document restoration, featuring classical CV techniques, a trained U-Net deep learning model, and an interactive Streamlit comparison dashboard.

    Python

  3. RAG-Powered-Document-Intelligence-System-with-LLM-Evaluation RAG-Powered-Document-Intelligence-System-with-LLM-Evaluation Public

    End-to-end RAG pipeline over 10K+ documents using LangChain, FAISS, and LLaMA 2. Deployed on Hugging Face Spaces with LLM evaluation via RAGAS. 34% hallucination reduction.

    Python

  4. AI-Driven-Financial-Crime-Detection-System AI-Driven-Financial-Crime-Detection-System Public

    Python

  5. CareNav CareNav Public

    A customizable healthcare navigation platform featuring an AI chat interface powered by Claude, featuring integrated knowledge retrieval (RAG) and user mood detection.

    TypeScript

  6. hierarchical-cross-modal-brca hierarchical-cross-modal-brca Public

    A hierarchical transformer framework for fusing cross-modal biomedical data including histopathology images, genomic profiles, and clinical features to classify breast cancer subtypes with high accโ€ฆ

    Python