- Building AI-powered learning systems for Sri Lankan O/L and A/L students, focused on curriculum-grounded question answering and educational support.
- Architected a RAG-based retrieval pipeline with citation-aware answers using official curriculum documents and structured educational content.
- Developed backend APIs and AI service workflows using Python, FastAPI, and modern LLM tooling.
- Contributed across product design, frontend implementation, backend engineering, and go-to-market strategy.
PythonFastAPIRAGLLMsVector SearchTypeScriptNext.jsProduct EngineeringAI Product Design
- Built production-oriented AI/ML projects across MLOps, retrieval systems, developer tools, and simulation.
- Developed a Telco Churn MLOps pipeline using Kafka, Airflow, MLflow, Docker, and model monitoring workflows.
- Built TinyGPU, a GPU simulation project exploring low-level computing concepts and ML systems understanding.
- Developed applied AI experiments and tools with a focus on deployment, reproducibility, and real-world usability.
MLOpsMLflowKafkaAirflowDockerPythonRAGLLMsFastAPIModel Deployment
- Delivered presentation design, pitch deck, UI/UX, and visual storytelling work for international clients across business, education, and technology domains.
- Designed high-converting decks, product visuals, dashboards, and interface concepts with a focus on clarity, narrative, and audience persuasion.
- Built strong client communication, requirements analysis, and delivery discipline through high-volume freelance work.
- Developed a design skillset that now supports technical communication, product thinking, and AI/ML interface design.
Presentation DesignUI/UX DesignFigmaVisual StorytellingData VisualizationClient CommunicationProduct Design
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