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 build the AI infrastructure that strips weeks out of learning and operations. The agent fleets and pipelines I run now carry the heavy lifting of L&D, from discovery to delivery, with expert review wired in so speed never costs quality.
I turned video learning at a global ratings agency from slow, one-off builds into a production line. Templates and automation let quality scale across worldwide teams while the effort behind each module dropped sharply.
Automation and standardized templates cut build time on every module.
Interactive design held attention through dense financial material.
Across multiple client teams I matched each program to the outcome it had to move, then automated the audit work that used to swallow weeks. The result was faster upskilling, retained knowledge, and six figures in measured savings, all of it provable.
A video-first redesign cut time to competency while retention held.
Retention stayed steady even as learning time fell sharply.
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.
Instructional design & learning architecture
AI & agentic systems
Full-stack development
Enterprise automation
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.