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Imhs14/README.md

Hi there! πŸ‘‹ I'm M Heera Shanker

A Data Science Engineer & AI/ML Enthusiast passionate about building intelligent, scalable solutions and extracting actionable insights from complex data.

πŸš€ About Me

  • πŸŽ“ Currently pursuing my B.Tech, focusing on Python, Machine Learning, and Big Data technologies.
  • πŸ’‘ Recently completed the Tata iQ Data Analytics Simulation and Google Cloud Gen AI Academy 2.0 learning tracks.
  • πŸ“œ Recently completed courses on Anthropic's Claude Chat, Cowork, and Claude Code
  • 🎯 Currently building full-stack applications and NLP-driven models.
  • πŸ’Ό Open to Summer 2026 Data Analyst, AI Engineering, and Data Science internship/job opportunities.
  • βŒ› Actively solving problems on LeetCode and HackerRank
  • 🧩 Building my skills with enthusiasm and dedication β€” trying to solve real problems and make the world a better place.

πŸ› οΈ Tech Stack & Tools

Languages: Python, SQL, JavaScript, HTML/CSS AI & Data Science: Artificial Intelligence, Machine Learning, NLP, Scikit-Learn, Pandas, NumPy Cloud & DevOps: AWS, Google Cloud Platform (GCP), Git, GitHub Tools: VS Code, Jupyter Notebook

πŸ’» Featured Projects

πŸ“Š Customer Churn Prediction

Developed an end-to-end predictive modeling system to identify high-risk customer segments. Leveraged extensive Exploratory Data Analysis (EDA) and machine learning algorithms to uncover trends and improve retention strategies.

🧠 Product Recommendation System

Built a content-based recommendation engine utilizing Natural Language Processing (NLP) techniques to analyze item features and personalize recommendations, enhancing the overall user experience.

🏠 House Price Prediction Model

Developed a machine learning regression model to accurately forecast real estate prices based on property attributes. Conducted extensive data cleaning, feature engineering, and exploratory data analysis (EDA) to optimize model performance.

πŸ’» Oasis Infobyte Python Internship (OIBSIP)

Completed a self-paced, AICTE-approved virtual internship focusing on practical Python application development. Key project deliverables included:

  • Voice Assistant: Developed a functional Python application (main.py) that takes voice commands and responds β€” including opening GitHub, YouTube, a browser, and searching the web.
  • BMI Calculator: Built an interactive application (bmi_app.py) to calculate Body Mass Index, processing user inputs for immediate, accurate health categorizations.
  • Secure Password Generator: Engineered a customizable password creation tool (password_generator.py) that generates robust, randomized security keys based on user-defined length and character parameters.
  • Weather Updates: Designed and implemented a Python application to fetch real-time weather reports for a city, with a clean, user-focused UI.

πŸ“¦ Comprehensive Data Analysis Package (QSkills)

Engineered an end-to-end data analysis workflow using Python, Pandas, and Matplotlib. The project demonstrates full data processing capabilities β€” from raw data loading and statistical analysis to the generation of multi-chart visual reports (heatmaps, scatter plots, and trends) to extract actionable business insights.

πŸ“ˆ GitHub Stats

Top Languages Heera's GitHub Stats
--- ### πŸ“« Connect With Me - [LinkedIn](https://www.linkedin.com/in/mheerashanker/) - [Email](mailto:heerashanker0214@gmail.com) - [Streamlit](https://share.streamlit.io/user/imhs14)

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  1. customer-churn-prediction customer-churn-prediction Public

    A fully local, production-ready machine learning app that predicts customer churn. Built with Scikit-Learn, Streamlit, and Plotly

    Python

  2. PharmaRAG PharmaRAG Public

    A Python Retrieval-Augmented Generation (RAG) pipeline with a Streamlit Web UI for real-time drug safety alerts: side effects, drug-drug interactions, and contraindications β€” grounded in FDA and NL…

    Python

  3. House-Price-Prediction House-Price-Prediction Public

    A complete end-to-end machine learning project for predicting house prices using Linear Regression on the real-world Kaggle Ames Housing Dataset, complete with a beautiful Streamlit web interface f…

    Python

  4. product_recommender product_recommender Public

    An end-to-end recommendation engine built with Python and Streamlit designed to deliver personalized item suggestions using collaborative and content-based filtering techniques. The system processe…

    Python

  5. Leetcode Leetcode Public

    This repo is dedicated for everyday Leetcode's DSA practice. It holds the question + Solutions + complexities. It also features some brute force solutions and the optimal solutions which can be rea…

    Python

  6. Hackerrank Hackerrank Public

    This repo is dedicated for my Python Learning Journey, as i solved so many different question and various type of questions which may be different from DSA questions and more kind off testing your …

    Python