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amankumarsingh23/README.md

Typing SVG

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⚡ About Me

aman = {
    "institute"  : "IIT Kanpur",
    "role"       : "AI / ML Developer",
    "focus"      : ["ML Engineering", "Model Optimization", "Data Pipelines"],
    "philosophy" : "Build real systems, not demos",
    "goal"       : "Break comfort → become extraordinary",
    "contact"    : "amansingh23@iitk.ac.in",
    "currently"  : "Shipping production ML systems 🚀"
}

🛠 Tech Stack

Languages

ML / Data Science

 

Tools & Platforms

 

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🚀 Featured Projects

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🤝 Connect With Me

     

"The only way to do great work is to love what you build."

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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