Research

SPRINGER NATURE · SCIENTIFIC REPORTS

Multimodal Biofeedback Autonomic Regulation

Published a peer-reviewed Q1 paper validating an emotion-adaptive biofeedback system. Deployed digital signal processing (DSP) pipelines for real-time biological data acquisition and physiological feature extraction (using LSTM and transformer encoder architectures) running under strict timing constraints on ESP32/Jetson.

DR. AMRITA JASH · MARITIME SECURITY

Geospatial Intelligence: Naval Base Satellite Analysis

Processing large-scale satellite imagery datasets and applying big data analytics to study military infrastructure development in the Indian Ocean Region (IOR). Under academic mentorship of Dr. Amrita Jash, the research maps coastal radar installations and overseas mixed-use bases to support evidence-based maritime policymaking.

IEEE VTC 2026 · PEER-REVIEWED PAPER

Stochastic Receding Horizon & Solar Racing Systems

An end-to-end solar racing systems architecture. Integrated a Physics-Informed Stochastic Receding Horizon Control (PI-SRHC) model for autonomous energy management (accepted at IEEE VTC 2026), developed a TouchGFX-based capacitive HMI driver interface reducing cognitive load (patented), and built a high-performance long-range telemetry system combining sub-1GHz RF, Solcast weather APIs, GIS, and InfluxDB/Prometheus timeseries databases for real-time race strategy (patented).

AQI INFORMATICS · ENVIRONMENTAL INTELLIGENCE

AQI Informatics India: Public Policy Systems

Developed an environmental intelligence data platform for the Indian subcontinent. Integrated explainable AI and machine learning regime detection algorithms over atmospheric datasets to assist public policy experts in assessing air quality trends and evaluating policy measures.