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Hello! I am Dulan

Senior AI Engineer with hands-on experience building and deploying production ML systems — spanning computer vision, LLM applications, and end-to-end MLOps pipelines. I turn research into reliable software that ships. Currently open to Senior / Staff AI Engineer and ML Engineering Lead roles.

 
My Skills:

Machine Learning, Computer Vision, Data Science, Algorithms, Programming, Application Deployment, Connectivity etc.

 

My Resume

Experience

Senior Data Scientist – Reg-Transform Team

CUBE Content Governance Global Limited

Dec 2023 - Present

Led end-to-end ML and AI development for large-scale regulatory document processing systems.

Designed Agentic AI document intelligence architectures combining OCR, NLP, and vision models.

Built and deployed FastAPI-based ML microservices with automated zero-downtime updates in cloud environments.

Recent Projects

01.

Rugby Event Detection

Developing a method to detect, classify, and analyze team actions in a video is essential in machine understanding in sports. The main research area is to detect the events in a broadcasted rugby video.

Machine LearningVideo AnalyticsAction DetectionMSc Final Year Project
02.

Document Structure Recognition using Object Detection

This project is developed to detect various images, text and other content on online documents. Yolo v1 is the underline machine learning architecture which was used in this project

Object DetectionPyTorchType Recognition
03.

Improve Overall Performance Indicators of The Organization using Data Analysis

We were able to explain the relationships between performance indicators and overall efficiency gaining more than 80% of accuracy with the predictive methods. In this approach for data analysis is initiated in a manufacturing environment, it enables the users to visualise the available data in a useful manner in the meantime analyze data and find root causes for efficiency drops. Also by initiating predictive analysis practices, the organisation can get rid of future unfavourable operations in terms of profit.

Performance IndicatorsData AnalysisManufacturing IndustryMSc project
04.

Digit Recognizer

In this competition, our goal is to correctly identify digits from a dataset of tens of thousands of handwritten images.Here we used PyTorch as the main framework to implement simple CNN network

Multiclass ClassificationPyTorchDeepLearningKaggle Competition
05.

Image Clipboard

Image clipboard is a tool that you can easily copy the text from images. Select the area then past and use.

Image processingTesseractProductivity tool

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