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amankumarsingh23/README.md

👋 Hey, I'm Aman Kumar Singh

AI/ML Developer | Breaking Comfort to Become Extraordinary

wave

   

⚡ About Me

💡 AI/ML Developer obsessed with Algorithms, Automation, and Building Things That Matter
🔥 Focused on pushing beyond comfort & becoming extraordinary
🧠 Passion for ML Engineering, Model Optimization, and Data Pipelines
🎯 Building real systems, not demos
✉️ Reach me at amansingh23@iitk.ac.in

🛠 Tech Stack

Programming Languages

C • C++ • Python • Java • SQL • HTML/CSS • LaTeX

ML / Data Science

Pandas • NumPy • Scikit-Learn • TensorFlow • PyTorch •
OpenCV • Keras • Matplotlib

Software & Tools

Git • VS Code • Jupyter • Google Colab • Power BI •
Excel • PowerPoint • Tableau

📊 GitHub Analytics

📈 Productivity Summary

📊 GitHub Activity Graph

Aman's github activity graph

📰 My Articles

💭 Thought of the Moment

🐍 Contribution Snake

GitHub Snake

🤝 Connect With Me

Thank You for Visiting 🚀

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  1. HuffCompress HuffCompress Public

    A C++ file compression tool using Huffman Coding, featuring frequency analysis, optimal prefix encoding, and binary bit-level compression.

    C++ 1

  2. mini-Git-Hub mini-Git-Hub Public

    MiniGit is a lightweight, Git-inspired version control system implemented entirely in C++, designed to demonstrate core version-control concepts such as staging, commits, branches, merges, and diff…

    C++ 1

  3. APOD APOD Public

    TypeScript

  4. deep-latent-alpha-inference deep-latent-alpha-inference Public

    Deep learning pipeline for financial time-series forecasting using LSTM, CNN, CNN–LSTM and ResNet–LSTM with Gramian Angular Difference Field (GADF) encoding and an interactive Streamlit dashboard.

    Python 1

  5. distributed-financial-data-mesh distributed-financial-data-mesh Public

    Cloud-native ETL pipeline: Tiingo API → PySpark on GCP Dataproc → BigQuery. 30+ ML features, 6-job GitHub Actions DAG, zero human intervention.

    Python

  6. hpc-stochastic-pricing-kernel hpc-stochastic-pricing-kernel Public

    C++17 + OpenMP option pricing engine benchmarking Monte Carlo, COS, Black-Scholes & LSMC — with live interactive dashboard.

    Python