I am a Mobile Solutions Architect and Flutter Expert currently driving digital transformation at John Keells IT. My expertise lies in bridging the gap between high-performance mobile ecosystems and cutting-edge AI integration. I focus on building scalable, production-ready applications that leverage Large Language Models (LLMs) and vector search to solve real-world problems.
- π± Ecosystems: Specialist in Flutter (iOS/Android/Web) with a focus on Clean Architecture.
- π§ Applied AI: Deep experience with Gemma LLM, SBERT, and FAISS for semantic search and RAG.
- βοΈ Infrastructure: Architecting robust backends using FastAPI, PostgreSQL, and Redis.
| Mobile & Web | AI & Backend | DevOps & Cloud |
|---|---|---|
π RankInfluencer.online AI-Driven Social Analytics Platform An advanced ranking engine that processes social media metadata to identify high-value influencers.
- Core Tech: SBERT (Sentence Embeddings), FAISS (Vector Similarity Search), and Python.
- Impact: Automates the discovery of influencers by analyzing engagement patterns and content semantics rather than just follower counts.
π§ UniCompass.online AI Career & Education Navigator An intelligent guidance system designed to map complex educational paths and career trajectories.
- Core Tech: FastAPI, PostgreSQL, and custom logic engines for career pathfinding.
- Impact: Provides personalized academic roadmaps by processing user goals against real-world educational data.


