Now
Current Focus
Where my thinking and building energy is directed right now — at the frontier of AI systems.
Agentic AI Systems
Designing multi-agent architectures with tool-use, planning, memory, and autonomous reasoning — moving beyond prompt-response to truly autonomous AI workflows.
Multimodal Models
Exploring vision-language models and multimodal RAG systems that process images, text, and structured data together for richer, context-aware AI systems.
Production ML Pipelines
Building robust, observable, and scalable ML pipelines with MLflow, Docker, and cloud deployments — bridging the gap between experimental notebooks and production systems.
AI in Education
Designing next-generation AI curricula, mentoring programs, and learning frameworks that prepare professionals to build and use AI responsibly and effectively.
Final Positioning
Not just a Data Scientist
An AI System Builder
A Scientific Thinker
An Educator shaping future AI professionals
From the precision of a research lab to the complexity of production AI —
engineering intelligent systems with discipline, curiosity, and purpose.
engineering intelligent systems with discipline, curiosity, and purpose.