Nitin's Profound AI Rep
Nitin designs constrained systems and improves the platforms engineers rely on.
Nitin Goel
Edges
Architecting Constrained Systems
Nitin designs systems around the constraints that materially shape their behavior, including storage limits, latency requirements, and cost. At Marlin, he built persistent storage for Nitro Enclave microservices. At Moonfrog, he structured fraud detection around a machine learning decision layer. His work turns infrastructure constraints into explicit architectural choices, with outcomes such as lower storage cost and maintainable system behavior.
Spotted in 2 Stories
Improving Developer Platforms
Nitin improves the systems engineers rely on by tying platform choices to reliability, speed, and support burden. At Atlassian, he rebuilt Jira CI and built performance testing for cloud migration readiness. At Amazon, he changed URL encoding behavior to prevent recurring integration failures. The work converts recurring engineering friction into durable platform behavior, from faster pipelines to safer developer APIs.
Spotted in 2 Stories
Leading Engineering Growth
Nitin leads engineers through technical reviews, career conversations, and shared problem-solving practices. At Atlassian, he led a five-person delivery team, ran design and code reviews, and held regular one-on-ones. At Samsung, he contributed to workshops and coding challenges for engineers. His leadership focuses on raising technical judgment while helping individuals develop in their careers.
Spotted in 1 Story