Project
Showcase
This application collects information on applicants’ academic background, professional experience, and program objectives to support the admissions review process and assess program fit.
From Scratch Implementation of Visual SLAM with Graph Optimization
Building and evaluating a full visual SLAM pipeline to understand real-world robot localization and mapping limitations.
Earthquake Rate and Average Magnitude Prediction Using XGBoost
Using machine learning and geospatial analysis to support earthquake preparedness and environmental risk mitigation.
Reconstructing 3D Spaces Using COLMAP: Understanding What Makes Reconstruction Succeed or Fail
A systematic exploration of how image quality, camera movement, and algorithm parameters shape 3D reconstruction accuracy.
VQ-ViT Convolutional Fusion for Retinal OCT Anomaly Detection
An interpretable medical AI framework that balances diagnostic trust, accuracy, and real-world deployment efficiency.
Designing JP Morgan’s Innovation Engine for Scalable, Safe Transformation
A strategic blueprint that helps large banks innovate with fintech speed while remaining compliant and resilient.
Enhancing Biomedical Literature Retrieval with Semantic Textual Similarity
A domain-aware teacher–student model improving biomedical semantic similarity and clinical text retrieval.