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tarun931/README.md

πŸ‘‹ Hey there, I'm Tarun Singh

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πŸ‘¨β€πŸ’» About Me

πŸŽ“ Currently pursuing a Master’s in Data Science from Monash University, Melbourne.
πŸ’‘ I'm a tech enthusiast passionate about Machine Learning, Data Engineering, and Cloud Architecture.
πŸŽ“ Currently deep diving into advanced statistics, deep learning, and ML system design.
πŸ”­ Working on full-stack ML projects with end-to-end deployment on AWS.
πŸ’ͺ I actively solve problems on LeetCode, with a highest rating of 1963, placing me in the top 3.13% globally.
🌱 Actively learning from participating in Kaggle competitions.


πŸ† Achievements

  • πŸ₯‡ Global Rank 88 in CodeChef June Long Challenge.
  • 🌍 Global Ranks 202, 529, 834, 848 in LeetCode Weekly & Biweekly Contests.
  • πŸ“ˆ Top 3.13% on LeetCode, with a highest contest rating of 1963.
  • 🧠 Published CNN-based dementia prediction research in Springer at IC3T 2022.
  • ⭐ 5⭐ Python and 5⭐ C++ coder on HackerRank.

πŸ“ Projects & Work

  • πŸš€ Prediction of Dementia using Deep Learning – Published at 4th International Conference of Computer and Communication (IC3T) in Springer book. Developed a CNN-based model using brain MRI images with ReLU, sigmoid activation and binary cross-entropy loss. Achieved 96.61% validation accuracy.
  • πŸ“Š Kaggle Competitions – Actively participating in Kaggle challenges to sharpen machine learning skills and apply advanced modeling techniques across diverse datasets, including computer vision and NLP.

✍️ Latest Learning Stack

  • πŸ“š Sheldon Ross for ML-Statistics
  • 🧠 Deep Learning with PyTorch and TensorFlow
  • ☁️ AWS, Docker, GitHub Actions, CI/CD
  • πŸ“ˆ Scikit-learn, Pandas, NumPy, SQL

πŸ’¬ How to Reach Me

Email
LinkedIn
LeetCode


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  1. Dementia-Prediction Dementia-Prediction Public

    Python 1

  2. Leetcode Leetcode Public

    Leetcode + interviewBit + Scaler + Codechef

    Python 1

  3. manim manim Public

    Forked from 3b1b/manim

    Animation engine for explanatory math videos

    Python 1

  4. aws-cloud-resume-challenge aws-cloud-resume-challenge Public

    HTML

  5. E-Commerce-Project E-Commerce-Project Public

    JavaScript

  6. Python-system-design-HLD Python-system-design-HLD Public

    Forked from kanmaytacker/system-design

    A set of system design case studies

    Python