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Whispering secrets to machines
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Whispering secrets to machines
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Toshaksha/README.md

Hey, I'm Toshaksha 👋

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

🎓 AI/ML Enthusiast • 🐍 Python Developer • 🛠️ 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

🚀 Projects

  • 🎬 Movie Recommendation System

    • Built a collaborative filtering-based recommender system that suggests movies based on user preferences.
      View Repo
  • 📰 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
  • 💳 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
  • 🤖 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

🔢 NumPy - Fixed formatting in NEP 49 and NEP 38 documentation PR #29347

⚙️ Prefect - Added official Docker Compose setup documentation PR #18509

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

⚙️ The Algorithms – Python - Added recursion examples: factorial, Fibonacci, and sum of digits PR #12834

🎛️ Gradio - Used inspect.getdoc to inherit parent method docstrings in get_function_description PR #11607

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


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