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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

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@Developer-Students-Clubs-MESCOE

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MXNXV/README.md

👋 Hello, World! I'm Manav Mandal 🚀

Coding

🧠 Data Wizard | Computer Vision Conjurer | Cloud Sorcerer

Welcome to my digital playground! I'm on a mission to transform data into insights, one algorithm at a time. Think of me as a data scientist who doesn't just crunch numbers - I make them dance! 💃📊

🎓 Academic Spell Book

  • Master of Data Science at Indiana University 📜 (Casting spells with a 3.8/4.0 GPA)
  • Bachelor of Computer Engineering from University of Pune 🖥️ (Graduated with a magical 9.16/10 GPA)

🛠️ My Tech Superpowers

  • Languages: Python (my primary wand) 🐍, R, SQL, MATLAB
  • Machine Learning Incantations:
    • Supervised Learning ✨
    • Deep Learning 🧠
    • Natural Language Processing 💬
  • Cloud Realms: Google Cloud Platform, Microsoft Azure (Where data dreams come true) ☁️

🚀 Epic Quests (aka Projects)

🎵 Music Genre Classification

  • Built a multi-modal deep learning model that classifies music genres
  • Improved accuracy by 10% (Because why settle for average?)
  • Reduced training time by 20% (Efficiency is my middle name)

💉 Vaccine Sentiment Analysis

  • Decoded 600+ Reddit comments using NLP magic
  • 85% accuracy in sentiment classification
  • Uncovered public discourse themes faster than you can say "data insights"

🏆 Notable Achievements

  • Reduced model overfitting by 25% (Take that, overfitting!)
  • Created Dialogflow bots that cut query resolution time by 40%
  • Led workshops training 150+ students in data science and cloud technologies

📊 Currently Exploring

  • 🔬 Computer Vision research at Indiana University School of Optometry
  • 🧩 Pushing the boundaries of 3D scene reconstruction
  • 🤖 Making machines see the world like humans do (but better)

🤝 Let's Connect!

Fun Fact: I turn complex data into simple stories, and complicated problems into elegant solutions! 🌟

Coding Wizard

Disclaimer: May cause spontaneous insights and uncontrollable data enthusiasm 📈✨

Pinned Loading

  1. Developer-Students-Clubs-MESCOE/2021-Sollution-Challenge-Code-Blooded- Public

    This is our Solution Challenge 2021 submission ✨. Our project is called OptiFood. It focuses on reducing food wastage by providing food joints with data on how many orders they will receive on a gi…

    Jupyter Notebook 4

  2. Pneumonia-Classification Public

    By using Convolutional Neural Networks 🧠and MobileNet model we predict🔮 if the person has pneumonia🤒 or not

    Jupyter Notebook 1

  3. DSCWOW-soul-tourism Public

    This is a tourism website for Mysore called Soul Tourism. Created this for the DSC WoW Code off Duty event.

    CSS 2 1

  4. Introvert-or-Extrovert-Personality Public

    This model predicts a user's personality type (Introvert or Extrovert) based on the user's posts on Reddit.

    Python 4 1

  5. Simple-Sentiment-Analysis Public

    This model is able to identify positive ✅ and negative ❌ movie reviews from a given dataset. 🎬🍿🎞 It uses CNN's, single LSTM's and multiple LSTM's

    Python 6 1

  6. Lyric-Generation Public

    Created a deep learning model using LSTM for generating lyrics of a song.🎶🎶

    Python 5