I’m a software & ML Engineer who cares as much about how software is built as what it does. I help engineers and architects design systems that are scalable, maintainable, and built to last. I focus on system design, production-ready architectures, and ML infrastructure — guiding engineers to think in tradeoffs, patterns, and long-term impact, not just lines of code. On Topmate, I offer 1:1 conversations for: System design & architecture — from interviews to real-world production Software mindset & craft — thinking clearly, building sustainably Interview prep & career growth — structured reasoning under pressure If you care about shaping the way you think as an engineer, not just what you build, let’s talk.