
I bring extensive experience across all phases of software development, with a specialized focus on AI and Machine Learning. My passion extends to designing and implementing fault-tolerant, highly available, scalable, and reliable systems. My journey has spanned various domains, including Digital Signature, Billing and Payment Systems, Forecasting Systems, and Pricing Systems.
Amazon Freight
- Built ML based forecasting systems to drive down cost
- Built ML based pricing engine to bring more revenue.
- Lead the design and development of a Reinforcement Learning based Pricing System.
AWS Payments
- Built large scale distributed system that powers the payment/refund experience for all AWS customers
- Rewrote the workflow thats process collections of every invoice created for each AWS Account
- Migrated complex financial workflows and database from RDBMS to NoSQL
* Managed Pricing Systems with impact the bottom line of a $500M in yearly revenue.
* Built Reinforcement Based Learning Based Pricing System to improve margin by 30%
* Proposed and lead the development of multi-agent Gen AI platform with a business entitlement of $40M
Hiking, Fitness, 10K Race, Movies
Canadian Citizen / US Green Card Holder (Permanent Resident)