Experience & education

Course delivery, assignment design, and student support across three courses: CS435 Human Computer Interaction (Jul–Nov 2025) · CS432 Databases (Jan–Apr 2026) · ES112 Computing (Jul–Nov 2024).

Developed a real-time BCI to monitor mental fatigue, improving patient engagement during rehabilitation therapy for stroke patients.

Worked on the AppViz product across the complete feature lifecycle — test planning, manual validation, and production sanity checks. Developed automation pipelines using Selenium and API testing frameworks; debugged suites and improved coverage across teams. Technologies: Java, Selenium, Postman, Jira, Confluence, Bitbucket.

Trained and evaluated deep-learning models (autoencoders, GANs, transformers) on large-scale image datasets (100K+ samples). Tracked experiments with TensorBoard on GPU-accelerated Linux systems; contributed to model-selection pipelines.

Supervisor: Dr. Yogesh Kumar Meena. Focus: confidence-aware multimodal interaction, assistive communication, and intent inference via gaze, speech, and biosignals. CGPA: 9.0 / 10.

CGPA: 8.24 / 10. Core study in algorithms, data structures, software engineering, and machine learning.

PyTorch · TensorFlow · Deep Learning · Computer Vision

Eye Tracking · EMG / EEG Processing · OpenCV · MediaPipe

Python · C / C++ · Java

Git · MATLAB · Selenium · TensorBoard · Jira · Confluence

Presented "Towards Enhancing Visual Reasoning through Gaze-Semantic Alignment and Attention Correction."

Attended and presented the HAIx Lab's assistive technology work at the largest R&D fair for HEIs in India.

Presented research and discussed the trajectory of applied AI.

GANs, diffusion models, latent diffusion, ControlNet, flow matching, and DiT architectures.

Cleanroom protocols, silicon wafer processing, lithography, PVD/CVD, and biomedical sensor fabrication.

Presented "Design and Evaluation of a Multimodal Elevator System with Gaze and Multilingual Voice Controls."

Quantum computation, qubit formalism, Hadamard transform, Quantum Fourier Transform, and related applications.

SVD and low-rank approximations, QR factorization, least squares, LU/Cholesky with pivoting, and eigenvalue algorithms including QR iteration, Jacobi's method, and Golub-Kahan bidiagonalization.