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manaswipatil11/README.md

astrohere Manaswi Manaswi

πŸ‘‹ Hello, I'm Manaswi Patil

πŸŽ“ Senior Undergraduate | Aspiring Researcher in AI, ML & Image Processing
πŸ’‘ Passionate about building intelligent systems that solve real-world problems
πŸš€ Always learning, experimenting, and growing through research & innovation


🌟 About Me

I am an AI enthusiast with a strong interest in applying machine learning to solve impactful problems.
My journey began with curiosity-driven projects and has grown into a passion for research-driven innovation. I love working at the intersection of deep learning, computer vision, and intelligent systems β€” developing solutions that can make technology more accessible and meaningful.

  • πŸ”¬ Currently working on Real-Time Queue Detection & Management using YOLO-V8.
  • ⚑ Research experience in Solar Power Modeling & Battery Energy Storage Systems (pvlib + weather data).
  • πŸ€– Exploring Deep Reinforcement Learning, Speech Recognition, and IoT-based systems.
  • πŸ“ I share insights & thoughts on Medium.
  • 🎨 Outside academics, I enjoy writing poetry and creating doodles β†’ Instagram.

πŸ› οΈ Skills & Tools

  • Programming: Python, Java, C/C++, JavaScript
  • Frameworks & Libraries: PyTorch, TensorFlow, YOLO, Flask, Spring MVC, React
  • Domains of Interest:
    • Artificial Intelligence (ML/DL, Reinforcement Learning)
    • Computer Vision & Image Processing
    • Natural Language Processing & Speech Technologies
  • Other Tools: Git/GitHub, PowerBI, Data Visualization, Cloud Platforms

πŸ“Œ Featured Projects

  • 🧠 Real-Time Queue Detection & Management System – Queue length analytics using YOLO-V8 for public areas.
  • 🩺 AI-Driven Skin Disease Detection – Early diagnosis support system using CNNs and YOLO.
  • πŸ”‹ Solar Power Modeling & BESS – Optimized energy storage with pvlib and weather station data.
  • 🎡 Music App (React) – User-friendly interface for playlist creation and music streaming.

🌱 What Drives Me

I believe technology should go beyond performance metrics β€” it should solve real problems and improve lives.
My goal is to contribute to research in AI-driven intelligent systems, multimedia processing, and IoT applications, while pursuing graduate studies and beyond.


"Innovation is not about adding complexity, but about creating meaningful simplicity."

Β Languages & Tools I Know…


GitHub-StatusΒ GitHub StatsGitHub-Status

stats graph languages graph



Snake animation

Here are some 🦜 parrotsπŸ˜‚:



Credits: Manaswi Patil

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  1. speaker-recognition-deep-learning speaker-recognition-deep-learning Public

    Speaker recognition using MFCC time-series and deep learning (CNN + LSTM)

    Jupyter Notebook

  2. medicinal-plant-identifier medicinal-plant-identifier Public

    A deep learning model for classifying Indian medicinal plant leaves using ResNet50 and Keras. Trained on 80+ plant species with image augmentation and transfer learning.

    Python

  3. Music-App-using-React Music-App-using-React Public

    Music App is a web application that allows users to search for music using the Spotify API and play 30-second song previews. It is built with React, Bootstrap, and the Spotify Web API ( throught no…

    JavaScript

  4. voice-controlled-wheelchair voice-controlled-wheelchair Public

    This project demonstrates a voice-controlled wheelchair system using a Raspberry Pi. The system allows physically challenged individuals to navigate their wheelchair using simple voice commands, en…

    Python

  5. smartinternz02/SBSPS-Challenge-10625-1692205361 smartinternz02/SBSPS-Challenge-10625-1692205361 Public

    Identifying Patterns and Trends in Campus Placement Data using Machine Learning

    Jupyter Notebook 1

  6. portfolio-website portfolio-website Public

    TypeScript