AI/MLEngineer&TechnicalFounder
I bridge the gap between complex mathematical theory and production-grade intelligent products, from Agentic AI architecture to production MLOps deployment.
Ashan Niwantha · 20
/ About
Intelligence first. Then the product around it.
I'm an AI/ML Engineer from Sri Lanka with a foundational background in Combined Mathematics and Physics. That analytical training helps me look beyond the “black box” and focus on the statistics, optimization, and linear algebra that make deep learning systems work.
My core focus is the architecture of Agentic AI Systems, autonomous workflows that can reason, plan, and execute. Technically, I operate across the full pipeline: NLP and neural network development, backend integration, and production MLOps pipelines that serve intelligence in real time.
I don't just build models; I build companies around them. That is how Amptudix started, a music intelligence platform born from a personal need for hyper-personalized discovery. By owning the full engineering cycle from data ingestion to final UI, I make intelligence the core product, not an afterthought feature.
4+
Projects shipped
300+
Students led
2
Diplomas earned
/ Skills
The tools I think with.
Web & Full Stack
Data & AI/ML
Tools & Workflow
Agentic AI & Systems
/ Projects
Things I've built.
A selection of real products and experiments each one a lesson.
Amptudix
Music rating & tracking platform — think Goodreads, but for music. Rate albums and tracks, visualize your listening habits, and share your musical journey.
AgentMemoryLab: Advanced Multi‑Agent System & Layered Memory Architecture
Production‑grade multi‑agent framework with layered memory (episodic, semantic, vector, summarization) and collaborative story pipeline.
/ Experience & Education
The journey so far.
A blend of academic milestones and real leadership — each step building toward something bigger.
🔜 Planned — Early 2026
BSc (Hons) in Data Science
University TBD
Next chapter — deepening the data science foundation
🎓 2023 – 2025
HND in Data Analytics
ESOFT Metro Campus, Colombo
Higher National Diploma with a focus on data, ML, and analytics
🏛 2023 – 2024
Student Association President
ESOFT Metro College
Coordinated 300+ students across events, internal communication, and peer coding support
🏅 2023
Main Student Coordinator
Annual Sports Meet, ESOFT
Oversaw logistics, scheduling, and team coordination for major campus sporting events
📘 2023 – 2024
Pearson Diploma in IT & English
ESOFT Metro College, Chilaw
📢 2021 – 2023
School Announcer & Sports Contributor
Pu/Nandimithra Central College
Public announcer at school events, participated in inter-school volleyball
📋 Completed 2023
G.C.E. Ordinary Level (O/L)
Pu/Nandimithra Central College
Subjects: ICT, Physics, Combined Mathematics
/ Contact
Let's build something remarkable.
Open to internships, collaborations, freelance projects, and good conversations about code.
Send me an emailor reach me at ashanniwantha2@gmail.com