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// CS Student · Sri Lanka

Mayura
Jayasinghe

Second-year CS student building ML models, AI tools, and data-driven apps that actually work.

ML on Steroids 🦾

I'm a second-year Computer Science student from Sri Lanka, obsessed with machine learning, Python, and anything that sits at the edge of what AI can do today.

When I'm not training models or scraping datasets, I'm exploring Google Cloud ML Engineer topics, building web tools through FreeCodeCamp, and experimenting with generative AI workflows — like running Fooocus on Apple Silicon.

I also run Next Draft Show and keep a creative outlet through photography and video production using the Adobe suite.

I'm open to collaboration — reach out if you're building something interesting in the ML or AI space.

11
Public Repositories
2nd
Year CS Student
GCP
ML Engineer Track
🌐
Open to Collaborate

// Tech Stack

What I Work With

A broad toolkit spanning ML research, full-stack development, and creative production.

🤖
Machine Learning
TensorFlow PyTorch Keras scikit-learn NumPy Pandas Matplotlib
🐍
Languages
Python JavaScript HTML5 CSS3 Shell / Bash SQL
⚙️
Tools & Platforms
Google Cloud Docker Git GitHub Anaconda MySQL Netlify
🌐
Web Development
React Next.js Node.js TailwindCSS WordPress Arduino
🎨
Creative Suite
Photoshop Illustrator Lightroom Premiere Pro Canva
☁️
Currently Learning
GCP ML Engineer Generative AI LLM Fine-tuning MLOps

// Projects

Things I've Built

Real-world ML experiments, automation tools, and AI-powered apps.

🎮

RPS Predictor

A machine learning model that predicts Rock-Paper-Scissors outcomes by learning opponent patterns using real-time decision trees and probabilistic modeling.

Python ML scikit-learn
🎨

Fooocus on Apple Metal

Shell configuration and guide to run the Fooocus generative image AI on Apple M3 with Metal GPU acceleration — making SDXL viable on consumer Macs.

Shell Generative AI SDXL
#️⃣

Hash Grid

A Python project exploring spatial hashing and grid-based data structures for fast collision detection and nearest-neighbor lookup — foundational for game and sim engines.

Python Algorithms Data Structures
🤖

Jason

An HTML-based project named Jason — likely a conversational AI interface or assistant front-end, bridging natural language interaction with browser-based tooling.

HTML JavaScript AI Interface
+
More coming soon
View all on GitHub ↗

Let's Build Something

Open to collaboration on ML projects, AI tools, research, or just a good conversation about tech. Reach out through any channel.

✅ Message noted — talk soon!