Ten years turning learning intomeasurable business performance.
From the support floor to AI systems architecture. Every role here moved a number the business cared about.
From the floor to the architecture.
Each move widened the mandate: train the people, design the programs, scale them across a global org, then build the AI that runs them.
Training every new hire on a live support floor
Multi-format program design across client teams
Standardized production for worldwide teams
AI that automates discovery through delivery
I architect the AI infrastructure that eliminates weeks of manual L&D discovery and design. By building AI-native platforms like Solara, I compress the discovery-to-delivery cycle into minutes while maintaining rigorous instructional standards through human-in-the-loop validation.
I transformed video-based learning for a global ratings agency from slow, bespoke production into a scalable, automated engine. Standardized templates and automated workflows enabled rapid global delivery without sacrificing financial rigor or compliance.
Systematic automation and template standardization cut build cycles.
Chunked content design and adult learning principles drove high engagement.
I owned L&D for 300+ employees across 16 client teams, pioneering blended learning models that delivered measurable six-figure savings. I bridged the gap between manual upskilling and automated auditing, ensuring retention while slashing training time.
Blended models reduced learning time while holding knowledge retention.
New Joiner Training adopted as the standard onboarding for F&A and HRO.
The L&D instinct started on a live support floor. Alongside running operations for a US retail giant, I trained every new hire and owned quality and refresher coaching until they could run solo. The results got noticed fast.
Where learning science meets systems engineering.
Programme leadership & strategy
Instructional science & design
Development & operations
AI & technical architecture
Languages
- EnglishNative, professional
- MalayalamNative
- HindiFluent, professional
- TamilConversational
- KannadaConversational
Education
- Built the foundation in business administration and analytical thinking.
- Taught myself to code through college and shipped my first web applications.
Let's build your capability engine.
Open to L&D leadership roles, AI-in-learning strategy, and advisory. If you are scaling a learning function or clearing its bottlenecks, let's talk.