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Achievements

Achievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

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BhavyaChawlaGit/README.md

👋 Hi,

I'm Bhavya Chawla, a recent graduate with a Master's in Computer Science from the Illinois Institute of Technology, specializing in Python programming, data analysis, and machine learning. Passionate about leveraging data to solve complex problems, I'm actively seeking roles where I can contribute to data science and machine learning projects.

🔍 What I Do:

  • Data Analysis & Machine Learning: With a foundation in Python, SQL, and various machine learning frameworks (TensorFlow, PyTorch, Keras), I develop models that turn data into insights. My work on forecasting and classification tasks showcases my ability to apply theoretical knowledge in practical settings.
  • Project Management Automation: Utilizing advanced technologies like GPT-3 and PostgreSQL, I've automated aspects of project management, focusing on cost estimation and planning. My projects demonstrate a blend of innovative AI application and solid data management skills.
  • Software Development: Beyond data analysis, I'm experienced with CI/CD practices, React, JavaScript, and Docker, underscoring my versatility in tackling challenges across the software development lifecycle.

🎯 Projects and Highlights:

  • Generative AI for Cost Estimation: An innovative application of GPT-3 integrated with PostgreSQL to automate project management tasks, showcasing my proficiency in generative AI and data integration.
  • Encoder Decoder LSTM on Household Electricity Consumption: Utilizing advanced models such as Encoder-Decoder LSTM, CNN-LSTM, and Conv-LSTM, I improved electricity consumption forecasting over a dataset spanning four years, reducing RMSD by 35%, indicative of precise forecasting and potential cost savings.
  • StackOverflow-GitHub Microservices: Developed a system using Go, Docker, and PostgreSQL to collect and store data from Stack Overflow and GitHub, focusing on key frameworks. This project involved using Prometheus for monitoring and provided insights for data-driven decision-making, highlighting my skills in microservices architecture and API integration.
  • Educational Contributions: As a Graduate Teaching Assistant, I guide students through complex technologies like UML, CI/CD, and React, demonstrating my commitment to sharing knowledge and fostering learning.

🌱 I’m currently learning: Advanced techniques in AI and ML, refining my skills in data visualization, and exploring the latest in cloud technologies and containerization.

💞️ Looking to collaborate on: Projects focused on data analytics, machine learning applications, and any innovative use of technology that addresses real-world problems.

📫 How to reach me: Feel free to connect with me on LinkedIn or check out my projects here on GitHub.

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  1. Generative-AI-for-Project-Planning-Cost-Estimation Generative-AI-for-Project-Planning-Cost-Estimation Public

    The purpose of this project is to use generative AI capabilities (GPT-3 from OpenAI to improve the automation of project management tasks. It includes fully integrating a PostgreSQL database and fu…

    Python 4 1

  2. Encoder-Decoder-LSTMs-on-Individual-Household-Electricity-Consumption-Data Encoder-Decoder-LSTMs-on-Individual-Household-Electricity-Consumption-Data Public

    Forked from skamble2/Electricity-Consumption-Time-Series-Forecasting

    This study explores multi-step time series forecasting for individual household electricity consumption, employing models like Encoder-Decoder LSTMs, CNN-LSTM Encoder-Decoder, and Conv-LSTM Encoder…

    Jupyter Notebook

  3. stackoverflow-github-microservices stackoverflow-github-microservices Public

    This project aims to collect data from StackOverflow and GitHub related to specific frameworks/libraries and store the information in two separate databases, StackoverflowDB and GitHubDB, using Pos…

    Go

  4. End-to-End-Data-Pipeline-for-GitHub-Issue-Forecasting End-to-End-Data-Pipeline-for-GitHub-Issue-Forecasting Public

    Developed an end-to-end data pipeline using microservices (React, Flask, LSTM) for tracking, analyzing, and forecasting GitHub issue trends. The system processes real-time data, performs advanced t…

    Python

  5. Testing-Menu-Hamburger-Button-on-BestBuy.com Testing-Menu-Hamburger-Button-on-BestBuy.com Public

    BestBuyHomepageTest.java along with Selenium tool to inspect and test the design of the Menu-Hamburger-Button, for BestBuy Homepage ( https://www.bestbuy.com/ ).

    Java