Ashan Bandaranayeke

Deeplearning Engineer / TensorFlow Developer

Let's reduce migraine attacks with ML

I specialize in developing and deploying high-performance machine learning models for real-world applications. These include time series analysis, regression models, and computer vision; often deployed via Google Cloud as a REST API to Netlify or on Hugging Face Spaces as a Gradio app. I can also develop simple vibe-coded applications, sites and chatbots with integrations.

End-to-end ML model development and deployment
Time series analysis and predictive modeling
Computer vision and image classification
Natural language processing applications
MLOps and model optimization

Featured Projects

Predictive Maintenance

End-to-end solution for industrial equipment maintenance prediction. Helps prevent equipment failures and optimize maintenance schedules.

TensorFlowTime SeriesMachine Learning
Hugging Face Spaces

Arisi – Rice Disease Classification

Computer vision system for identifying diseases in rice plants. Helps farmers diagnose plant health issues early for better crop management.

CNNImage ClassificationDeep Learning

Meaticulous – Meat Freshness Detection

AI-powered system for detecting meat freshness using computer vision in multiple languages (English, Tagalog, Arabic, French, Chinese). Upload meat photos for instant freshness analysis. Built with TensorFlow and deployed on Google Cloud.

Computer VisionCNNTensorFlowGoogle Cloud

Migraine Prediction System

AI-powered migraine forecasting system that helps users predict and prevent migraine attacks using environmental and personal health data.

Time SeriesMachine LearningHealth AI
Hugging Face Spaces

Boat Engine Failure Prediction

Advanced predictive maintenance system for marine engines using time series analysis and machine learning. Currently in development.

Time SeriesMachine LearningPredictive Analytics
Coming Soon

BatasMind - Legal AI Assistant (VIBE-CODED)

AI-powered legal assistant based on Filipino law, designed to provide affordable yet high-quality legal help for budget-constrained Filipinos. Uses precedents and aggressive legal strategies beyond academic research.

NLPLegal AI