Proof of execution: 10+ hackathon wins, peer-reviewed research publications, registered IP, and technical leadership.
Novel bidirectional Spectral Pixel Cross Attention (SPCA) mechanism between nonlinear autoencoder unmixing and VisRetNet spatial branch for hyperspectral image classification under scarce labels.
Attention-enhanced speaker recognition and deep acoustic representation pipeline using self-supervised contrastive learning.
Ensemble model fusing contextual BERT representations with Naive Bayes, Passive Aggressive, and Logistic Regression on the 72,000-article WELFake dataset (~95% accuracy).
ArUco marker computer vision measurement system measuring 10 cm to 5 m with 2 mm accuracy at ~90% lower hardware cost than LiDAR.
Led Full-Stack development of entrepreneurship platform and web systems; mentored 20+ junior engineers on system design, deployment workflows, and agile execution.
Curated 50+ algorithmic problem sets, organized competitive programming contests for ~500 students, and conducted code submission performance reviews.
Amazon Web Services (AWS)
Stanford University & DeepLearning.AI
Google Cloud
Every hackathon build and side project ships to GitHub, no private graveyard of half-finished ideas.
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