Portfolio
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Deep-learning segmentation pipeline for detecting thin gap-junction structures in electron-microscopy volumes.
Outcome: Example result to update — improved recall on thin structures vs. a baseline U-Net.
Fine-tuned and compared transformer models for classifying sentiment in financial text.
Outcome: Example result to update — best model improved macro-F1 over a baseline.
Team-built attendance system using face recognition, with stranger rejection, reporting, and a dashboard.
Outcome: Example result to update — automated attendance capture with controlled false-positive rate.
SQL and BI workflow analyzing sports data, with data modeling, KPIs, and interactive dashboards.
Outcome: Example result to update — turned raw data into a reusable model and a dashboard answering key questions at a glance.
Real-time object detection and multi-object tracking experiments comparing YOLO with several tracking algorithms.
Outcome: Example result to update — identified the best speed/accuracy trade-off for the target hardware.
