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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Quickdraw

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mahidhiman12/README.md

Hi , I'm Mahi Dhiman

Machine Learning • Deep Learning • Software Engineering

B.Tech IT @ Guru Gobind Singh Indraprastha University

About Me

  • I build machine learning and deep learning systems
  • Currently learning deep learning and PyTorch
  • Built a neural network from scratch using only NumPy + math
  • Contributing to major open-source ML libraries
  • Goal: Work on large-scale AI systems

Current Work

  • Deep Learning experiments with PyTorch
  • Model training, experiment tracking, and optimization

Project: https://github.com/mahidhiman12/Deep_Learning_with_PyTorch

Machine Learning Projects

Neural Network From Scratch

  • Built full neural network architecture using NumPy
  • Implemented custom layers, batch normalization, Adam optimizer
  • Achieved 96.7% accuracy on Spiral dataset

Tacotron2 Text-to-Speech Pipeline

  • Built end-to-end deep learning TTS system
  • Used Tacotron2 + WaveGlow
  • Optimized inference latency

Demo: https://huggingface.co/spaces/Mahii21/TTS-Tacotron2

Open Source Contributions

  • Contributed to scikit-learn
  • Contributed to OpenCV
  • Improved documentation and test reliability
  • Collaborated with maintainers on PR reviews

Languages and Tools

Connect With Me

LinkedIn • GitHub • LeetCode

📧 Email: mahidh2005@gmail.com

Pinned Loading

  1. neural-network-from-scratch neural-network-from-scratch Public

    Neural network built completely from scratch using NumPy - includes dropout, L2 regularization, and Adam optimizer

    Jupyter Notebook 6

  2. Deep_learning_with_PyTorch Deep_learning_with_PyTorch Public template

    Jupyter Notebook 6 2

  3. opencv opencv Public

    Forked from opencv/opencv

    Open Source Computer Vision Library

    C++

  4. scikit-learn scikit-learn Public

    Forked from scikit-learn/scikit-learn

    scikit-learn: machine learning in Python

    Python

  5. arviz-base arviz-base Public

    Forked from arviz-devs/arviz-base

    Base ArviZ features and converters

    Python

  6. arviz-plots arviz-plots Public

    Forked from arviz-devs/arviz-plots

    ArviZ modular plotting

    Python