AI Engineer & ML Specialist
Associate AI Engineer at AVENIR IT. I design and ship AI/ML systems with a focus on deep learning, LLMOps, and cloud deployment.
Work with me
GitHub
5+ yrs
Hands-on ML
Cloud
AWS • Azure • GCP
LLMs
Deployment & Ops
About
I build practical AI products across vision, NLP, and tabular ML, with end-to-end ownership from data to serving. I value reliability, latency, and observability.
- Based in Sri Lanka
- Specialties: Deep Learning, LLMOps, Cloud AI
- Writing: Medium
Skills
Core
- Python, PyTorch, TensorFlow
- Vision, NLP, Retrieval
- MLOps, CI/CD, testing
Cloud & Ops
- AWS, Azure, GCP
- Containers, APIs, monitoring
- Prod deployments & scaling
Projects
LLM Apps & Tooling
Productionizing LLM pipelines with evals, vector search, and guardrails.
Computer Vision
Detection and classification models with on-device and cloud serving.
ML Platforms
Reusable training/inference stacks with observability and rollback.