About
Engineer first. Teacher by instinct.
I like understanding how systems actually work, building them under real constraints, and explaining them clearly enough that other people can use the ideas.
I’ve spent roughly two decades across software engineering, architecture, data, machine learning, and technical leadership. Today my focus is production AI: multi-agent systems, conversational analytics, semantic modeling, ML infrastructure, and cloud-native platforms.
What this site is for
Kandekar.com is becoming a long-term home for practical technical education, architecture notes, open projects, and lessons from building AI systems in production.
How I teach
Start with intuition. Build a mental model. Add the mathematics or architecture. Then write the code and test it against a real system.