I have experience in time series and image analysis, with a specific focus on physiological signals and translational, edge AI models, carrying methods from the lab into deployed, revenue-generating systems. My work spans biomedical signal processing (EEG, ECG, HRV), molecular spectra, and image data, across models ranging from microcontroller-scale deployments (ESP32) to foundation-model-based multimodal approaches. I have led model development and translational deployment as VP of Technology at Simhatel Technologies and as co-founder of Adhyay AI, both generating revenue from applied AI systems for government and enterprise clients. I am completing my PhD at IIT Mandi's IKSMHA Center in January 2027, and my career interest is to continue connecting research across signal modalities and model scales to deployed systems.