Profile

Education

• Coventry University - Coventry, B.Sc Data Science, 2024
• University of Colombo Faculty of Science, B.Sc in Statistics and Computer Science, 2023

Work experience

1. February 2024 - Present: Associate Data Scientist, Sampath Bank PLC

   • Working on Unsecured Loan system to provide bank with leads on their customers.
   • Allowing Machine Learning capabilities in Finance Sector.

2. June 2024 - November 2024: Research Assistant, NUS School of Computing

   • Dynamic map generation for games based on the story and character.
   • Implement a system that generates game maps dynamically, taking into account the narrative and the characteristics of the characters.

3. May 2023 - June 2024: Machine Learning Engineer(MLOps), Dialog Axiata

   • Developed a model pipeline using a CI/CD framework to segment customers based on their usage, behavioral, and demographic features.
     • Created an Upsell package recommendation system to suggest newer and better packages to customers.
     • Responsibilities: Following the CI/CD framework for development to streamline the development, testing, and maintenance processes.
   • Developed in-house proprietary modules to reduce development time for Data Scientists.

4. Nov 2022 - Mar 2023: Data Scientist(Intern), WSO2

   • Worked in the Growth Hacking team at WSO2, focusing on R&D work for Choreo.
   • Developed a dashboard to analyze user behavior and identify abnormal usage patterns.

Skills

• Torch
  • PyTorch API
  • Memory Optimization
• Python
  • Pandas
  • Numpy
  • PyTorch API
• Rust
  • Polars
• AWS
  • SageMaker
  • SagMaker Pipeline
  • CodeCommit(Git)
  • Cloud Watch
• SnowFlake
  • Procedures (Python, JS)
  • DAG Creation
• CI/CD
  • Git
  • Custom Python and Rust Modules
  • Testing

Publications

Deep Learning Model for Lip Synchronization in Sinhala Language

Pulin Disanayaka, Pulin. (2023). "Deep Learning Model for Lip Synchronization in Sinhala Language." ICDS 2023. 1(1).