Available to hire
I am a dedicated Machine Learning Engineer, passionate about building intelligent solutions that transform data into valuable insights. I have experience in machine learning, computer vision, and software development, and I strive to solve real-world challenges, drive innovation, and contribute to impactful AI initiatives while continuously expanding my technical expertise.
As a collaborative problem-solver, I enjoy working with cross-functional teams to deploy robust ML systems and explore novel approaches to keep advancing the state of the art.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Beginner
Language
English
Fluent
Sinhala, Sinhalese
Fluent
Work Experience
Associate Machine Learning Engineer at Ceylon Dazzling Dev Holding (Pvt) Ltd
December 1, 2024 - June 1, 2025Coordinated with cross-functional teams to implement ML models in production environments. Explored augmented reality navigation using Visual Positioning System (VPS). Enhanced inference reliability and API response stability.
Intern at Silverline IT (Pvt) Ltd
April 1, 2024 - December 1, 2024Contributed to ML model development lifecycle, including data preprocessing, experimentation, and deployment onboarding.
Intern at Silverline IT (Pvt) Ltd
April 1, 2024 - December 1, 2024Developed 5+ ML models and REST APIs for cybersecurity applications using FastAPI; Built a CNN-based deep fake detection model with 87% accuracy; Contributed to data labeling and model evaluation.
Machine Learning Engineer – Intern at Silverline IT (Pvt) Ltd
April 1, 2024 - December 1, 2024Developed ML/DL models and REST APIs for cybersecurity applications deployed in production environments. Built transfer-learning CNN model for deepfake image detection achieving 87% accuracy on custom datasets. Designed LSTM-based sequence models for bot detection (91%), fake news classification (84%), and clickbait detection. Built FastAPI backend for deployment and inference.
Education
BSc (Hons) in Information and Communication Engineering at Sri Lanka Technological Campus (SLTC), Padukka, Sri Lanka
February 1, 2020 - October 1, 2025G.C.E. Advanced Level Examination at St. Aloysius College, Galle, Sri Lanka
January 1, 2016 - December 1, 2019Qualifications
Industry Experience
Software & Internet, Media & Entertainment, Professional Services, Telecommunications
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Beginner
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