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Jash-stack/README.md

Jash Shah — Data Scientist

MS Data Science · Stevens Institute of Technology

I build end-to-end data systems: ingestion pipelines, ML models, and production-ready dashboards.

Focus areas: time-series forecasting · NLP · financial analytics · trade intelligence


🔭 Projects

Project Description Stack
WTO Trade Intelligence Forecasting & anomaly detection on 49.6M rows of global services trade data XGBoost · ARIMA · Streamlit
Global Market Intelligence Multi-sector equity analytics: OHLCV + fundamentals, SHAP explainability XGBoost · SHAP · Plotly
AI Resume Matcher NLP pipeline: resume parsing, live job matching, skill gap detection spaCy · TF-IDF · GPT-3.5
Netflix Stock Prediction GRU vs LSTM vs RNN for financial time-series forecasting TensorFlow · Keras

🛠 Tools

Python SQL scikit-learn XGBoost PyTorch Streamlit Docker


📫 jbs051814@gmail.com · LinkedIn

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  1. nyc-restaurant-delivery-analytics nyc-restaurant-delivery-analytics Public

    Analyzed 10,000+ NYC food delivery orders to uncover customer behavior patterns and forecast demand. Delivered predictive models and strategic insights to optimize operations and enhance customer s…

    Python

  2. AI-Resume-Matcher-2025-Edition AI-Resume-Matcher-2025-Edition Public

    AI-powered job recommendation app that parses resumes, extracts skills, and matches them to real-time job listings using NLP and machine learning. Features include skill gap detection, career clust…

    Python

  3. global-market-intelligence global-market-intelligence Public

    Multi-sector equity analytics: OHLCV + fundamentals, SHAP explainability, anomaly detection | XGBoost · SHAP · Streamlit

    Python

  4. Netflix-Stock-Price-Prediction-Using-Deep-Learning Netflix-Stock-Price-Prediction-Using-Deep-Learning Public

    This repository contains the code and report for a deep learning project that predicts Netflix (NFLX) stock closing prices using historical stock data. Implemented as part of the CS 583-B Deep Lear…

    Jupyter Notebook

  5. Research-Project-Big-data-privacy-and-ethical-considerations Research-Project-Big-data-privacy-and-ethical-considerations Public

    A research project exploring ethical considerations in big data, focusing on privacy, transparency, and responsible data use. It emphasizes building trust through fair practices, legal compliance, …