Research & AI Experiments

Turning research ideas into usable dashboards, workflows, and AI-enabled tools.

The resume highlights applied research around transport safety and healthcare, plus experiments with LangChain concepts and workflow automation.

  • Business Technical Research
  • LangChain Concepts
  • Applied AI workflows
Research and AI visual

Research theme

Literature review, expert input, dashboard design, and workflows that help people make better decisions.

Selected Research

These projects are the strongest fit for the Research & AI Experiments page.

Train speed control dashboard

Research

Development of a Real-Time Train Speed Control Dashboard for Proactive Elephant-Train Collision Avoidance

Researched elephant-train collisions via literature and expert interviews, then designed a dashboard for proactive train speed control and collision avoidance.

AI WhatsApp chatbot

AI Experiment

AI-Assisted WhatsApp Chatbot for Diabetes Patient Guidance and Monitoring in Sri Lanka

Built an AI-powered WhatsApp chatbot with a clinician dashboard for diabetes management, with intelligent patient notifications for remote monitoring.

Research symposium

Conference

Saegis Undergraduate Research Symposium 2025

A research presentation context that shows the work is part of an active undergraduate research practice, not just isolated prototypes.

Approach

How I tend to work when an idea has both technical and human impact.

Evidence first

I start with literature, problem framing, and conversations with the people closest to the problem.

  • Literature review
  • Expert interviews
  • Clear problem statements

Build for use

I prefer dashboards and tools that are easy to understand and simple to hand off to real users.

  • Readable interfaces
  • Practical workflows
  • Decision support