🧠 AI / ML toolbox (click to expand)
| Area | Tools & topics |
|---|---|
| LLMs & GenAI | LangGraph · llama.cpp · Unsloth · RAG · Tool calling · Multi-agent systems |
| ML / DL | Machine Learning · Deep Learning · NLP · Computer Vision |
| Research areas | Anomaly Detection · Federated Learning · Privacy-preserving AI |
| Serving | FastAPI · Docker |
⚙️ Backend, data & DevOps (click to expand)
| Area | Tools & topics |
|---|---|
| Backend | Node.js · Express.js · NestJS · Java · Spring Boot · REST · Microservices |
| Frontend | React · Next.js · TypeScript · Material UI · HTML5 · CSS3 |
| Databases | PostgreSQL · MySQL · MongoDB · Redis · Schema design · Query optimization |
| DevOps | AWS · Docker · GitHub Actions · Jenkins · Linux · Bash |
| Architecture | Distributed systems · Event-driven design · Design patterns |
| Competition | Result | |
|---|---|---|
| 🥇 | IEEEXtreme 18.0 | 12th in Sri Lanka · 246th globally among 6,500+ teams |
| 🏅 | Haxtreme 2.0 | Finalist - Top 10 |
| 🏅 | Hackaholics 6.0 | Finalist - Top 10 |
👩💻 Other competitions
IEEEXtreme 17.0 · CODESPRINT 8 · RED CYPHER 1.0 · Innovate with Ballerina · CODEFEST 2024
flowchart LR
A[Software<br/>Engineering] --> B[Scalable<br/>Backends]
B --> C[AI / ML]
C --> D[LLMs &<br/>GenAI]
D --> E[RAG &<br/>Agentic AI]
E --> F[Research &<br/>Intelligent Systems]
style A fill:#7F5AF0,color:#fff,stroke:none
style F fill:#2CB67D,color:#fff,stroke:none
I'm open to working together on AI/ML research, Generative & Agentic AI, open-source projects, research publications, and scalable backend systems. The quickest way to reach me is email or LinkedIn.
Building software. Exploring AI. Conducting research. Learning continuously.