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Go Cadillac!
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Go Cadillac!

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miles2542/README.md

Hi there 👀

Hey, I'm Miles! Currently a Data Science major at National Economics University in Vietnam.

Obsessed with everything data - Spotify history, chat messages, reverse-engineering game scores, or whatever else catches my interest. Enjoy building quick, practical solutions for real life problems over showpieces. Most of my projects are born from actual annoyances in my personal life.


Not an expert by any means, but...

Languages & Frameworks

python logo rust logo cplusplus logo plotly logo polars logo react logo typescript logo powershell logo flutter logo

Tools & Platforms

vscode logo excel logo Gemini logo Claude logo jupyter logo power bi logo windows logo

Some personal info

  • Perpetual rabbit hole hopper
  • Tinkerer at heart: findings solutions to specific problems on Windows/Android/iOS, PC building, and any random niche you can think of
  • Build practical stuff that actually helps me, like Hush - a global hotkey mic/speaker toggle + real-time noise suppression (RNNoise/DeepFilterNet) for noisy calls across Discord/Meet/Teams
  • Also built a chaotic fun one: self-playing Block Blast bot via scrcpy + Python + Rust pipeline. Crushed all my friends' high scores at ludicrous speed, was hilarious to witness.
  • Enjoys music, gaming, and hanging around friends
  • Formula 1! (Cadillac WCC when?)
  • If not inside: ice skating, cycling, badminton

GitHub activity

pacman contribution graph

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  1. Uber-NYC-TLC-Economics-Analysis Uber-NYC-TLC-Economics-Analysis Public

    A high-performance ETL pipeline processing 1 billion NYC Uber trips (2019-2025) using Polars - transforming raw telemetry logs into insights on driver pay, inflation, and urban efficiency.

    Jupyter Notebook

  2. ultimate-block-blast-bot ultimate-block-blast-bot Public

    A high-performance, precision automation bot for Block Blast featuring a Rust-accelerated Expectimax solver and a multi-method cascade vision pipeline. Achieves 4.6M+ scores with no revives.

    Python

  3. G2-HCM_city_Weather_Forecasting G2-HCM_city_Weather_Forecasting Public

    An end-to-end machine learning project to forecast daily temperatures using 10 years of real data of Ho Chi Minh City.

    HTML

  4. image_quantizer_with_k-means image_quantizer_with_k-means Public

    Quantize/compress image colors using K-Means algorithm, with configurable number of colors K.

    HTML