Data driven insights & insight driven products

About

I’m a data and AI leader focused on turning complex data ecosystems into scalable, high-impact platforms.

Over the past 15+ years, I’ve worked across industry and research to design and deliver data platforms, machine learning systems, and intelligent search and recommendation solutions. My work sits at the intersection of strategy, engineering, and AI, with a strong focus on measurable outcomes.

I bring a balance of:

• Strategic thinking (data roadmaps, platform design, governance)

• Technical depth (AI/ML, distributed systems, cloud platforms)

• Leadership (building teams, aligning stakeholders, delivering outcomes)

What I Do

Data Strategy & Platforms

Design and deliver modern data platforms (lakehouse, streaming, real-time) that scale with business needs.

AI & Machine Learning

Apply machine learning and Generative AI to solve real-world problems—from recommendation systems to document intelligence.

Search & Personalisation

Build intelligent search and recommendation systems that improve discovery, relevance, and engagement.

Data Transformation

Lead end-to-end transformation programs—modernising legacy systems, automating workflows, and enabling real-time insights.

Publications & Research

I’ve contributed to leading conferences and journals in machine learning and information retrieval, including SIGIR, CIKM, and ADCS.

My research focuses on:

• Machine learning evaluation under uncertainty

• Large-scale search systems

• Statistical modelling and experimentation

Leadership

I’ve led cross-functional teams across data science, engineering, and product—aligning technical delivery with business objectives.

My leadership approach focuses on:

• Clear strategy and measurable outcomes

• Empowering teams and building capability

• Bridging technical and business stakeholders

Education

• Ph.D. in computer science (statistical evaluation of information retrieval and machine learning algorithms in the presence of many uncertainties), RMIT University, Australia

• B.Sc. in computer science and engineering, University of Moratuwa, Sri Lanka

• Advanced diploma in management accounting, CIMA (UK)

Get in Touch

I’m open to discussions around:

• Head of Data / AI leadership roles

• Data platform transformation

• AI strategy and implementation

Certifications

• Microsoft Certified: Azure Data Fundamentals

• Microsoft Certified: Azure AI Fundamentals

• Former Cisco certified network associate