3 years building production AI/ML systems and full-stack applications โ from computer vision and explainable ML to enterprise ERP platforms. I also consult for businesses on AI adoption and teach O/L & A/L ICT, turning complex tech into things people can actually use.
I'm Yasiru Chamuditha Wijesinghe, a Software Engineer with 3 years of experience spanning AI/ML engineering, full-stack development, technical consulting, and ICT education. I hold a BSc (Hons) Computing from Coventry University, UK (via NIBM Sri Lanka), and I'm based in Galle, Sri Lanka.
On the engineering side, I build production ERP modules and SaaS platforms with the MERN stack and NestJS, and ship computer vision, deep learning, and explainable ML systems using Python, TensorFlow, XGBoost, and SHAP โ deployed on Docker and AWS.
As a freelance consultant, I help small businesses design workflows, adopt AI automation, and ship Micro-SaaS products end to end. I'm also a part-time ICT teacher for O/L and A/L students, which keeps me sharp at breaking down complex systems into concepts anyone can grasp.
Available for AI/ML & Software Engineering roles, freelance consulting, and ICT tutoring.
Multi-role healthcare channeling platform for patients, doctors, nurses, lab techs & receptionists, with dynamic queue management and location-aware scheduling.
Predictive ML model using XGBoost + federated learning to assess health risk from lifestyle data, with SHAP explainability and personalised recommendations.
Deep learning CV model (MobileNetV2, ResNet50) achieving 90%+ accuracy on PlantVillage dataset, deployed as an interactive Streamlit app.
CNN-based computer vision model automating waste sorting into Plastic, Organic and Metal categories with 90%+ classification accuracy.
Multi-tenant SaaS solution with POS, inventory management and accounting modules, secured with JWT auth and RBAC, deployed via Docker.
Full-stack inter-provincial bus seat reservation system with complex schedule management and secure authentication, deployed on AWS.
Galle, Sri Lanka โ open to remote & relocation for the right opportunity.
Open to AI/ML & Software Engineering roles, freelance consulting, and ICT tutoring. Let's talk.