Light

iasonc Goto Github PK

followers: 8.0 following: 9.0 repos: 10.0 gists: 0.0

Name: Iason Chaimalas

Type: User

Company: University College London (UCL)

Bio: 4th-year MEng EEE student at UCL. Passionate about ML and coding with electronic hardware implementations.

Location: London, UK

Blog: https://www.linkedin.com/in/iason-chaimalas/

👋 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

At a Glance

Iason Chaimalas's Projects

16risc-cpu

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

1d-wave-equation-num-sol

MATLAB code to numerically solve a 1D Wave Equation and compare to exact solution

amls_assignment23_24

SN20018178

bioreactor-project

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.

group-robust-preference-optimization-bandits

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

iasonc

Config files for my GitHub profile.

real-time-audio-descrambler

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

systemverilogcircuitdesign

Digital Circuit Design with the SystemVerilog Hardware Description Language (HDL). Digital Circuits will then be synthesised on an FPGA.

titanic-ml-kaggle

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%.

wordle-solver

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

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.