Embedded 3D-Printed CO₂ Sensors
Designed and tested embedded CO₂ sensors integrated into 3D-printed housings for low-cost indoor air-quality monitoring. Calibrated drift, thermal response, and signal conditioning.
Projects
Applied work spanning sensors, AI/ML, production tooling, and research hardware. Each entry has a permalink — click the link icon to copy.
Designed and tested embedded CO₂ sensors integrated into 3D-printed housings for low-cost indoor air-quality monitoring. Calibrated drift, thermal response, and signal conditioning.
Built the hardware and signal-processing stack for a contactless biometric interface, integrating sensing, filtering, and gesture classification into a usable prototype.
Combined 3D/4D-printed test components with data-driven analysis to support cardiac health prediction research. Collaborative work bridging hardware and ML pipelines.
Worked on uncertainty-driven adversarial test-input generation to probe robustness of deep-learning models used in autonomous-driving perception stacks.
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