Research

Explainable Predictive Pipeline for Project Risk Identification in DonorsChoose

University of Peradeniya · Carnegie Mellon University

Explainable AI · Python · Donors Choose

Collaborators: Thanujan T, Ravisha R, Herath D, Amarasinghe A

Project

AI-assisted Ethical Language Compliance using Large Language Models

LIRNEasia

Python · LLM · RAG · AI Evals

Collaborators: Anish F, Merl C, Sri Lanka Press Institute

Research

Empirical Evaluation of LLM Systems for Fact-Checking

Python · LLM · Hugging Face

Collaborators:

Research

Alternative Labeling Strategy to Improve Supervised ML

University of Peradeniya · Carnegie Melon University

Python · Pandas

Collaborators: Ravisha R, Thanujan T, Herath D, Amarasinghe K

Project

DreamSave Insights API

Python · Flask · Pydantic · PySpark · MongoDB · Power BI

Collaborators:

Project

Smart Inventory System

University of Peradeniya

Laravel · Vue Js · MySQL · Electron · Raspberry Pi · MQTT

Collaborators: Madhushani T, Thanujan T

Project

B2B Supply Chain System

University of Peradeniya

Python · Django · MySQL · Bootstrap

Collaborators: Isuri D, Kavindu J