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  • Gujarat Vidyapith
  • Ahmedabad
  • 03:34 (UTC +05:30)

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SonaniAkshit/README.md

Hey there! I'm Akshit Sonani

Machine Learning & Data Science | Python Developer

I work on Machine Learning, Data Science and backend development. My focus is on building practical, end-to-end solutions: analyzing data, developing models and turning ideas into working applications. I’m currently growing my skills through hands-on projects in Python, SQL and modern ML frameworks.

I’m comfortable working across the stack, but my main strength lies in ML, analytics and backend logic.

πŸ”§ Core Skills

Machine Learning & Data Science

  • Python, NumPy, Pandas, Matplotlib, Seaborn
  • Scikit-learn, TensorFlow, PyTorch
  • EDA, feature engineering, model development
  • End-to-end ML workflows

Software & Backend Development

  • Python (advanced), Java, C/C++, PHP
  • Django, REST APIs
  • SQL, MySQL, MongoDB, PostgreSQL, Oracle

Tools

  • Git, GitHub, Linux, VS Code
  • Jupyter Notebook, Kaggle

πŸ“Œ Selected Projects

1. University Chatbot (Python + ML + Django)

A complete chatbot system with intent classification, NLP preprocessing and a Django-based web interface.
Repo: university-chatbot-web

2. Books Rating & Review System (Django)

An end-to-end Django application for book ratings, user reviews and authentication.
Repo: books-rating-review-python-django

3. E-Commerce Cloth Store (PHP + MySQL)

A full web application with cart, product filters, admin panel and CRUD operations.
Repo: e-commerce-clothstore-system-php

4. Online Bookstore (JSP + Servlet + MySQL)

A complete bookstore management system with login, book catalog, cart and admin controls.
Repo: bookstore-jspservlet

πŸ“Š GitHub & LeetCode Activity

🎯 What I'm Working On Now

  • Strengthening core ML concepts
  • Building real DS/ML projects
  • Practicing problem-solving through Python and DSA
  • Preparing for my Data Science career path

πŸ“« Connect With Me

πŸ’¬ Quote

β€œBuild something that works. Everything else is decoration.”

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  1. university-chatbot-web university-chatbot-web Public

    A practical chatbot for handling common university-related questions. It uses a custom intent-classification model built with PyTorch and a simple NLP pipeline. The Django backend serves responses …

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