Banking · Fraud Intelligence
Sampath Bank
Architected an AI-driven fraud detection platform with real-time risk scoring, behavioural analytics and LLM decision support.
Graph MLRisk scoring
Isuru Alagiyawanna · Colombo
I SHIP PRODUCTION AI SYSTEMS.
Head of AI Engineering at Veracity Group, founder of Zuu Crew AI, educator and consultant to teams building real ML and agentic systems.
2,500+Engineers trained
30K+Community
6Active cohorts
Services
Four practices. One Vision.
A career running on four tracks. Pick the one that fits why you are here.
Featured projects
Systems that made it to production.
Ed-tech · Document AI
Fonix Edu
Led R&D for an AI grading system spanning printed and handwritten recognition, synthetic data and scalable inference.
OCRComputer vision
Recruitment · LLM Systems
OXO Tech
Designed an LLM-powered recruitment platform for CV parsing, ranking, fine-tuning and evaluation.
LLMEvaluation
01
Frame
Define the decision, the operating constraint and the measurable outcome before choosing a model.
02
Architect
Design the data, evaluation, inference and human-feedback loops as one production system.
03
Ship
Build with the team, measure in reality and leave behind a system people can operate.
About · Isuru Alagiyawanna
Engineering leader. Teacher. Founder.
My four practices sharpen one another. The classroom feeds the consulting work. Consulting feeds the day job. The day job funds the ventures. The ventures feed the classroom.
Read my story →[ LET'S DISCUSS ]
Have an AI project that needs to ship?
Tell me about the problem, the team and the outcome. I take on a small number of focused engagements each quarter.