• Major: Honors CS Student @ Georgia Tech
• Core Interests: ML Engineering • AI Research • Computer Vision
• Current Focus: Building CARE, a chrome extension that streamlines online shopping with realistic 3D avatar and clothes modeling
• Portfolio: Visit My Full Portfolio →

Georgia Institute of Technology | Undergraduate Researcher Lab: Mind, Brain, and Engineering (MBE) Lab | Advisor: Dr. Maysam Nezafati
Project: ASTaUND: Reproducible fNIRS Pipeline for Surgical Skill & Mental Workload Analysis
January 2026 – Present

• Objective: Architecting a standardized, BIDS-compliant Python pipeline to analyze functional Near-Infrared Spectroscopy (fNIRS) data, targeting the identification of neural biomarkers of expertise in robotic surgery.
• Signal Processing: Implementing advanced denoising techniques including Recursive PCA (rPCA) and Short-Channel Regression (OLS) to isolate cortical hemodynamics from systemic physiological noise.
• Reproducibility: Developed a modular "1:1 Reproduction" framework using MNE-Python to validate findings from Kamat et al. (2023) across four longitudinal and cross-sectional datasets.
• Technical Stack: Python (NumPy, SciPy, Pandas), MNE-NIRS, YAML Configuration Management, BIDS Data Standardization, and GLM Statistical Modeling.

Category	Tools & Technologies
Languages
Frameworks
AI/Data
Tools

Recruit Ready > A real-time interview practice software with AI agent-powered feedback on body language and speech. > Python Mediapipe OpenCV Google Gemini 2.0 FastAPI

SmartPath AI > An adaptive learning platform that uses RAG and Neo4j knowledge graphs to transform static PDFs into interactive, personalized study paths. > Python LangChain OpenAI RAG Pipelines

AI-Powered Prosthetic Arm > A bionic control system that uses unsupervised autoencoders and computer vision to translate raw EMG muscle signals into natural, 6-degree-of-freedom hand gestures. > Tensorflow Unsupervised Learning Python OpenCV MediaPipe

Brain-Computer Interface System > A Brain-Computer Interface (BCI) system that translates SSVEP EEG signals into real-time mouse cursor commands using frequency-domain machine learning. > Scikit-learn LDA SVM Filter Bank CCA Python SciPy

PreVizAI > An AI-powered pre-appointment patient intake system that streamlines medical check-ins with voice-first EMR integration. > Python Flask API OpenAI Whisper Cedar OS SDK

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• Email: vinh.pham2529@gmail.com