Layback software engineer (always)

AI, ML

Machine Learning, Accountability Agent

Started exploring AI/ML early on — gaining hands-on experience in LLM fine-tuning, reinforcement learning, before graduating from UW with a Chemical Engineering degree. Currently a CS master's student at NEU Silicon Valley, co-founder of Canmarket which is an marketing agent that enables smooth end to end workflow from landing page to conducting day to day campaign. Over time, expanded into full-stack development and agentic systems, building and shipping multiple web and iOS apps along the way. Now focused on combining these interests — designing systems where AI agents do the heavy lifting in real production workflows. Heavy user of claude!

Everything really, best if there's a real world problem, but invented demands are equally exciting.

Building an automated video production pipeline that turns ios source code or screenshots into polished Product Hunt-style promo videos. At canmarket, developing AI agents that handle marketing workflows end to end from landing page to day to day campaign. Also designing reusable Claude Code skill systems to streamline repetitive dev workflows. Also have lovart inspired agent workflow for storybook related generations.

current work involves building and scaling performant web experiences and distributed systems. Their tactical focus includes implementing frontend interfaces using React, TypeScript, and RxJS, while developing backend services with Java (Spring Boot), Golang, and Node.js. Technical activities involve designing APIs with GraphQL and gRPC, and managing cloud infrastructure using AWS, Docker, Kubernetes, Terraform, and data streaming components like Kafka and Spark.

Hiring, Product review, Technical architecture, Talent, AI Engineer (Application Development)

urrent work involves building and scaling performant web experiences and distributed systems. Tactical focus includes implementing frontend interfaces using React, TypeScript, and RxJS, while developing backend services with Java (Spring Boot), Golang, and Node.js. Technical activities involve designing APIs with GraphQL and gRPC, and managing cloud infrastructure using AWS, Docker, Kubernetes, Terraform, and data streaming components like Kafka and Spark.