👋🏽 Hi, I’m Gautham.
I’m a product manager with over 10 years of experience building user-centered products from the ground up at startups to fortune 500 companies leveraging AI/ML, web and mobile technologies. I’ve led teams of 2 to 40+ engineers in delivering both B2B and direct to consumer solutions.
Though I’ve worked across many domains, my expertise is in applied AI, ML infrastructure, and agile software development.
Most of all, I love using creativity to build beautiful things from scratch, learning new skills, and working with smart people.
Feel free to explore my site to learn more about my work, and connect with me on LinkedIn or via e-mail if you’d like to chat.
Check out some recent posts
TikTok Architecture: A System Design Analysis January 13, 2025
A technical examination of the architectural patterns and scaling strategies for a high-volume short-form video platform
Feature Derivation, Lineage, and Versioning: A Technical Deep Dive September 25, 2024
A detailed exploration of feature lineage, derivative features, and version control in ML feature engineering
Feature Store Architecture: System Design and Implementation Considerations September 15, 2024
A technical analysis of feature store systems for machine learning, examining architectural patterns, performance characteristics, and scaling strategies
Scaling Airstream's Connected Vehicle Platform: Lessons in Strategic Partnership and Problem Solving March 12, 2024
A product focused review of leading a large scale project at Airstream
Apache Spark: Computational Paradigms for Large-Scale Data Processing August 21, 2023
A technical exploration of Spark's architecture, applications, and implementation patterns
An Ode to PostgreSQL: System Design Implications July 7, 2023
A technical analysis of PostgreSQL's performance characteristics, indexing strategies, and scaling patterns