About
Building useful ML under real constraints
I am a Computer Engineering student at IOE Thapathali, based in Kathmandu. I focus on applied machine learning where data is incomplete, problem definitions are fuzzy, and resources are constrained.
I care less about polished demos and more about whether a model can survive messy conditions and still deliver measurable value.
How I Work
- Just me: I can scope, collect or label data, train, evaluate, and write up a complete case study end-to-end.
- Delegate: I can define clear specs for repetitive labeling, runbooks for experiments, and handoff-ready documentation.
- Collaborate: I communicate tradeoffs with product, engineering, and founders when technical choices affect timeline, quality, or cost.