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Whispering secrets to machines
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Toshaksha/README.md

Hey, I'm Toshaksha πŸ‘‹

Building ML-powered tools, automating workflows & contributing to open-source projects.

πŸŽ“ AI/ML Enthusiast β€’ 🐍 Python Developer β€’ πŸ› οΈ Open-Source Contributor


🧠 About Me

Python developer focused on building ML-powered tools that solve real-world problems. I enjoy building tools, exploring ML workflows, and contributing to open-source communities. Currently sharpening my ML skills, building hands-on projects, and open to AI/ML internship opportunities.


🎯 Current Focus

  • Sharpening core Python & ML skills through hands-on projects
  • Contributing to impactful open-source repositories
  • Preparing for internship/full-time opportunities in AI/ML roles

πŸš€ Projects

  • 🎬 Movie Recommendation System

    • Built a collaborative filtering-based recommender system that suggests movies based on user preferences.
      View Repo
  • πŸ“° Fake News Detection using Logistic Regression

    • Binary text classifier to detect fake news articles using NLP and logistic regression - helps identify misinformation efficiently.
      View Repo
  • πŸ’³ Credit Card Fraud Detection

    • Trained a logistic regression model to detect fraudulent transactions with strong precision, reducing false positives in real-world datasets.
      View Repo
  • πŸ€– Auto-Reply Chatbot (OpenAI + PyAutoGUI)

    • Fully automated WhatsApp reply bot using OpenAI GPT-3.5 Turbo for smart, sarcastic, or context-aware replies - includes custom logic for specific contacts.
      View Repo

⭐ If you find my projects helpful, feel free to give them a star!


🧰 Tech Stack

Languages & Frameworks
Python Markdown

ML & Data Science Tools
NumPy Pandas Matplotlib Seaborn Scikit-learn Jupyter

Platforms & Tools
Google Colab Streamlit Git GitHub Kaggle

IDEs & Dev Tools
VS Code PyCharm


🌍 Open-Source Contributions

πŸ”’ NumPy - Fixed formatting in NEP 49 and NEP 38 documentation PR #29347

βš™οΈ Prefect - Added official Docker Compose setup documentation PR #18509

🐍 CPython - Improved documentation for codecs.escape_encode() and codecs.escape_decode() PR #136314

βš™οΈ The Algorithms – Python - Added recursion examples: factorial, Fibonacci, and sum of digits PR #12834

πŸŽ›οΈ Gradio - Used inspect.getdoc to inherit parent method docstrings in get_function_description PR #11607

πŸ“¦ Ray - Handled missing 'chunks' key when Databricks UC query returns zero rows PR #54526


πŸ“Š GitHub Stats

πŸ“Š GitHub Overview

GitHub Stats Contribution Graph

πŸ“¬ Let's Connect

  • πŸ’Ό LinkedIn
  • πŸ“§ Email
  • πŸ“¨ Open to internships, projects & learning opportunities!

⭐ Thanks for visiting - more AI/ML content coming soon!

Pinned Loading

  1. recommendation-system recommendation-system Public

    Content-based movie recommendation system using NLP and Streamlit

    Jupyter Notebook 1

  2. fake_news_prediction fake_news_prediction Public

    Detect fake news using NLP and Logistic Regression (WELFake Dataset).

    Jupyter Notebook 1

  3. Machine-Learning Machine-Learning Public

    Collection of machine learning projects: classification, regression, real-world datasets

    Jupyter Notebook 9 1

  4. credit-card-fraud-detector credit-card-fraud-detector Public

    ML project detecting credit card fraud using Logistic Regression with real anonymized transaction data.

    Jupyter Notebook 1

  5. python-projects python-projects Public

    Collection of beginner to intermediate Python mini-projects

    Python 1

  6. auto-reply-chatbot auto-reply-chatbot Public

    Auto-reply chatbot for WhatsApp using Python, OpenAI GPT-3.5, and PyAutoGUI. Reads messages and sends smart, automated replies.

    Python 1 1