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@thanosuser

AI/ML developer at Sakya Academy of Higher Education, where I deployed a document-support assistant processing 6,000+ chunks.

Sri Lanka
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At Sakya Academy of Higher Education, I built and deployed a LangChain/LangGraph AI assistant with a custom OCR and retrieval pipeline that processes 6,000+ document chunks. I also developed Python pipelines connecting student registration and payment data with internal REST APIs.

As a Software Development Intern at Lion:Bit Software Company, I implemented a sensor-fusion deep learning pipeline for cardiac disease detection using Wav2Vec2.0 and developed Flask APIs to serve model inferences. I also engineered React and Tailwind CSS interfaces that improved Lighthouse performance scores by 30%.

As a freelance AI and full-stack developer, I trained and deployed a YOLOv8 model for real-time object detection and tracking on edge devices. For my Cardiora final-year project, I designed a multi-model cardiac diagnostic pipeline and built its FastAPI backend.

Experience

Work history, roles, and key accomplishments

SE
Current

Software & AI Developer

Sakya Academy of Higher Education

Jan 2025 - Present (1 year 9 months)

Built and deployed a production LangChain/LangGraph AI assistant with OCR and retrieval pipeline, processing over 6,000 document chunks. Developed Python pipelines integrating student data with REST APIs and administered MySQL databases.

IC
Current

Freelance AI & Full-Stack Developer

Independent Contractor

Jan 2024 - Present (2 years 9 months)

Trained and deployed a custom YOLOv8 model for real-time object detection and tracking, optimizing inference for edge devices. Built Python scripts to automate data extraction and cleaning, reducing manual data-entry time by 50%.

LC

Software Development Intern

Lion:Bit Software Company

May 2024 - Dec 2024 (7 months)

Implemented a sensor-fusion deep learning pipeline for cardiac disease detection using Python and Wav2Vec2.0, and developed Flask REST APIs to serve model inferences. Engineered React/Tailwind CSS interfaces, achieving a 30% improvement in Lighthouse performance scores.

Education

Degrees, certifications, and relevant coursework

IIT School of Computing logoIC

IIT School of Computing

BSc (Hons), Artificial Intelligence and Data Science

2023 -

Pursuing a BSc (Hons) in Artificial Intelligence and Data Science in collaboration with Robert Gordon University, expected to complete in 2027.

DC

D.S. Senanayake College

GCE Advanced Level, General Education

Completed GCE Advanced Level with Physics, ICT, and Combined Mathematics.

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