Software Engineer / AI Engineer
Software Engineer with 3+ years of experience building scalable full-stack and AI-powered applications across product engineering, cloud delivery, and automation-focused platforms.
Current focus
Currently pursuing an MSc in Artificial Intelligence, with practical focus on reliable machine learning, transformers, NLP, conformal prediction, and explainable AI.
Product-focused engineering with measurable outcomes
Reliable delivery across frontend, backend, and infrastructure
Strong practical toolkit spanning AI, DevOps, and system design
Shipping full-stack and AI-enabled systems
CI/CD automation and release workflow improvement
Monitoring, testing, and resilient delivery
AI, healthcare, automation, and platform engineering
I work across React, Next.js, Node.js, Python, microservices, CI/CD, and cloud infrastructure, with hands-on delivery in AI systems, NLP, healthcare software, marketing automation, and production reliability. Currently pursuing an MSc in Artificial Intelligence, with practical focus on reliable machine learning, transformers, NLP, conformal prediction, and explainable AI.
Skills are grouped for recruiter readability across product engineering, AI, backend systems, cloud delivery, and testing.
Experience across AI platforms, automation systems, healthcare software, and engineering operations.
CueCard AI
Built AI-assisted product workflows combining frontend delivery, backend services, and automated content systems.
Jan 2025 - Mar 2025
San Francisco, USA
Bconic
Delivered a workflow-oriented marketing automation platform focused on reliability, analytics, and faster campaign execution.
Aug 2024 - Dec 2024
Toronto, Canada
Level 33 Solutions
Modernized healthcare software with better performance, cleaner user experience, and service-oriented system improvements.
Jun 2023 - Jul 2024
Brasilia, Brazil
OREL IT
Improved delivery operations and engineering workflows through CI/CD automation and reliability-focused platform work.
Apr 2022 - Feb 2024
Colombo, Sri Lanka
Service framing based on the factual strengths in the CV and aligned to recruiter and freelance positioning.
Responsive, production-grade web products built with React, Next.js, Node.js, and API-first architecture.
Practical machine learning workflows using transformers, deep learning, and explainable AI for product and research use cases.
Release automation, deployment acceleration, and reliability improvements through Docker, GitHub Actions, Jenkins, and monitoring.
Scalable service design using REST APIs, distributed components, and cloud-backed delivery patterns.
Where public project links were not provided in the CV or your message, placeholders are shown explicitly instead of invented URLs.
NLP system for automated clinical coding using transformer models with uncertainty-aware prediction and token-level explainability.
MERN and Flask-based application for financial market recommendation workflows and machine learning-driven prediction.
Full-stack booking application with secure JWT authentication and end-to-end user flows.
Transformer-based NLP pipeline for clinical note entity extraction and structured analysis.
Research publication on machine learning-driven recommendation for stock and cryptocurrency market analysis.
International Research Journal of Innovations in Engineering & Technology (IRJIET)
November 28, 2023
Formal education presented in a clean recruiter-friendly format.
2025 - 2026
Coventry University, United Kingdom
2020 - 2023
SLIIT - Sri Lanka Institute of Information Technology, Sri Lanka
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