Research & Project

My research explores intelligent systems that understand, interact with, and adapt to human behavior in real-world environments, integrating physical modeling, data-driven methods, and human-centered design.

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Independent Project

SEP 2025 - FEB 2026

EEG based Human Robot Control System

LIB Grace Capacity

AUG 2024 - NOV 2024

Grace capacity optimization in NMC & LFP EV batteries via simulations & ML.

Automated Bipolar Plate Geometry Analysis

SEP 2025 - FEB 2026

FFT-based geometry estimation for robust profile inspection

Polymer Electrolyte

JUL 2023 - May 2024

Enhancing ion conductivity in PEO polymer electrolytes with magnetic materials.

Custom-Built

On-board EIS Device

JAN 2025 - JUN 2025

AI-Based EIS Data Reconstruction for Battery State Estimation

FSAE Nevada 2021

JUN 2020 - AUG 2021

Lead designer for powertrain gearbox in FSAE competition