Projects
Selected work in embedded control systems, biomedical instrumentation, applied machine learning, and time-series modeling.
- 2021
Low-cost automated ventilator
A closed-loop bag-valve mask ventilator with real-time airway pressure regulation and live patient waveform telemetry.
Undergraduate thesisUndergraduate thesis - 2023
Kathmandu Metropolitan City digital governance platform
Municipal civic service mobile ecosystem deployed for Kathmandu Metropolitan City, serving 100,000+ citizens with digital recommendations and grievance dispatch.
- 2023
Forecasting NEPSE prices with LSTMs
Time-series forecasting on Nepal Stock Exchange equity data, comparing recurrent architectures against naive persistence baselines.
- 2023
Credit card fraud detection under severe class imbalance
Classification pipeline on transaction data with <0.2% positive instances, utilizing resampling and threshold optimization.