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Achievement: Pull SharkAchievement: YOLO
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IasonC/README.md

👋 Hi, I’m Iason Chaimalas

  • 🎓 MEng Electronic Engineering with Computer Science (EEE-CS) at UCL (Top Mark in Graduating Cohort)
  • 👀 Research Interests: Software Engineering & Machine Learning (Recommenders, Computer Vision, Robustness, Language Models)
  • 🎯 Year 3 Undergrad Dissertation: Collaboration with BBC on Addressing the Cold Start Problem in Recommender Systems (Python, ML)
  • 🎯 Year 4 Masters Dissertation: Platform-independent and environment-robust GUI Automation for automatic task execution and GUI actuation (ML, Computer Vision, Data Acquisition/Labelling)

Main Languages and Tools

Python Git Git VS Code Git Windows

At a Glance

Iason's github stats

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  1. Group-robust-preference-optimization-bandits Group-robust-preference-optimization-bandits Public

    Forked from rsshyam/Group-robust-preference-optimization-bandits

    Code from our paper on GRPO for group-robust model alignment to human preferences

    Python

  2. Wordle-Solver Wordle-Solver Public

    Wordle-solving algorithm. Performance: 98.7% win rate, average 3.88 guesses to win (SD = 0.98 guesses).

    Python 1

  3. Real-Time-Audio-Descrambler Real-Time-Audio-Descrambler Public

    Using the MSP432 development board alongside analog circuits to decramble in real time an unknown, scrambled message and play it on a speaker.

    C 2

  4. 16RISC-CPU 16RISC-CPU Public

    16-bit RISC Harvard-architecture CPU. Work in progress. Aim to deploy on FPGA.

    SystemVerilog

  5. Titanic-ML-Kaggle Titanic-ML-Kaggle Public

    Deep Neural Network built from scratch to tackle ML binary classification predicting Titanic survival (Kaggle Competition). Best DNN AdamW 77.03% and best RF 78.95%.

    Python

  6. Bioreactor-Project Bioreactor-Project Public

    Bioreactor system regulating internal stirring speed, pH and temperature of a yeast TB vaccine solution. Joint EEE-CS project in my UCL Electronic and Electrical Engineering degree.

    C++ 1