Software Engineer, AI Systems and Full-Stack
Computer Science and Engineering at BUET. I build systems where a language model has to be right, not just fluent.
Most of my work sits where an AI system meets a requirement to be correct: an options agent that prices its own exit before it enters a trade, an agent fleet that repairs a spreadsheet and proves it by recalculating the file, a forensics layer that will not let a model assert anything it cannot ground in evidence. The principle underneath all of it is the same. Give the model the smallest job that only it can do, and make everything around it deterministic and reproducible.
Read more about me, look through my resume or projects, browse my writing, or get in touch.
