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sheetalbongale/README.md

Hi! My name is Sheetal Bongale 👋

I am a product focused full-stack Data Scientist with a keen interest in python programming, machine learning, MLOps and using AI for good. I enjoy working on complex problems and fix them with easy and effective data driven solutions. My data science experience involves projects in demand forecasting and inventory optimization, time series analysis, predictive modeling, metrics and dashboard buidling, model evaluations and performance, recommender systems, language processing, network analysis and experimentation.

👩🏻‍💻 Current Expertise | Tool Stack

  • Languages: Python, SQL, C++, Javascript
  • DS/ML Focus: Time Series Forecasting, Predictive Algorithms, Recommender Systems, NLP, MLOps, ML feature development, Dashboards
  • Deployment: GCP, Heroku, Docker
  • Other: Databricks, Snowflake, Airflow, Tableau, Postman, VSCode, Git

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  1. ALE-gorithm-II ALE-gorithm-II Public

    Ale-gorithm 2 is a full stack beer recommender app using Collaborative Filtering Machine Learning Models. ALE-gorithm-2 will recommend your next beer in two ways using a custom recommender model bu…

    Jupyter Notebook 4 5

  2. Scooters-In-Austin-Data-Analysis Scooters-In-Austin-Data-Analysis Public

    Project analyzing the City of Austin's Open Data for 8.4M shared scooter rides and also compare the city's 311 complaints about the same. Find insights about the popular spots for scooter rides and…

    Jupyter Notebook 7 4

  3. ALE-gorithm ALE-gorithm Public

    All things Beer! Beer Educator and Recommender Web App | Deployed on GCP > https://alegorithm-fxljyqhslq-uc.a.run.app/ | UT Data Analysis and Visualization Nov 2019 - May 2020.

    Jupyter Notebook 8 5

  4. Face-Recognition-Deep-Learning Face-Recognition-Deep-Learning Public

    Developed a face recognition system that can detect faces in images, identify the faces, and even modify faces with "digital makeup" like you've experienced in popular mobile apps.

    Python 1

  5. D3-Data-Journalism D3-Data-Journalism Public

    Interactive data visualization using D3.js to show some state-level data about three risk factors (obesity, smoking and lack of healthcare) plotted against three perhaps underlying factors (income,…

    JavaScript

  6. Web-Scraping-MongoDB Web-Scraping-MongoDB Public

    Web application that scrapes various websites for data related to the Mission to Mars and displays the information in a single HTML page using BeautifulSoup, Requests, Selenium and MongoDB with Fla…

    JavaScript 3