Final Year Research
AsclepiusLM
A novel weighted-attention-loss technique for Causal Small Language Models, improving medical text summarization accuracy over baseline attention approaches — packaged into an end-user-facing platform.
GET /engineers/nivedhith-jeyashanker 200 OK
Software Engineer — Backend Systems & Applied AI
Computer Science graduate with a year of production engineering experience at WSO2, building modular backend systems and retrieval-augmented AI tools. Based in Colombo, Sri Lanka.
// profile
I'm a Computer Science graduate, having completed my BSc (Hons) at the Informatics Institute of Technology (IIT), Colombo, with First Class Honours, and a year of hands-on software engineering experience gained through a paid internship at WSO2 — a global enterprise software company. My work spans backend systems, applied machine learning, and retrieval-augmented generation (RAG), with a research interest in efficient language models for domain-specific summarization.
Outside of core engineering, I've built accessibility tooling, contributed to team-based full-stack projects, and completed a final-year research project as part of my degree, applying weighted-attention techniques to causal small language models for medical text summarization.
// experience
WSO2 LLC
WSO2 is a global enterprise software company providing an open-source platform for API management, integration, and identity and access management, used across finance, government, healthcare, and telecom sectors worldwide. Its technology underpins tens of thousands of enterprise users across 90+ countries and processes tens of trillions of transactions.
wso2.com →// education
Informatics Institute of Technology (IIT), Colombo
A four-year full-time honours degree awarded by the University of Westminster, UK, recognised by Sri Lanka's University Grants Commission and accredited by BCS, the Chartered Institute for IT. The programme builds core computer science fundamentals — systems analysis, object-oriented programming, database systems and client-server architecture — before specialising through elective pathways in Mobile & Web Computing, Data Science, or Games & Computer Graphics Development. A compulsory 12-month industrial placement between Year 2 and Year 4 provides paid, real-world engineering experience.
Programme details at iit.ac.lk →Logos College, Colombo 6
Results: 2 A*s, 1 A.
API Manager Practitioner
WSO2
API Manager Developer
WSO2
// projects
Final Year Research
A novel weighted-attention-loss technique for Causal Small Language Models, improving medical text summarization accuracy over baseline attention approaches — packaged into an end-user-facing platform.
Team Project
A Chrome extension that scrapes and summarizes educational web content into concise, screen-reader-friendly text-to-speech output for blind and low-vision users.
WSO2 LLC
Made the monetization implementation modular for different billing engines and analytics providers, separating concerns via polymorphism.
WSO2 LLC
A RAG-based AI chatbot for API Manager documentation, integrated into the docs_apim site with a retrieval database pointed at APIM docs.
Team Project
Built responsive video and SVG-driven UI components for a movie ticketing platform, focused on cross-device interactivity.
// skills
Python, Java, JavaScript
PyTorch, PyTorch Lightning, Pandas, RAG Pipelines
MySQL, PostgreSQL, Redis
Node.js, Puppeteer, OSGi
React, HTML, CSS
AWS, Azure, Docker, Git, Conda, Choreo, Hugging Face
// recognition
2021
School Art Competition — 1st Place
Grade 10-upwards section, Logos College.
2021
Logos Academic Scholarship
Awarded for academic performance.
2019
Best Actor — Inter-House Drama Competition
Best Male Actor award.
// contact
Open to Software Engineer roles in backend systems, applied AI, and full-stack development. Reach out any time.
Professional references available on request.