C:\Users\Adam> dir /projects
Itinerary Scoring ML Pipeline
✈️
ML pipeline processing 2.6 billion rows daily to score and rank flight itineraries at Dohop.
PythonCPyTorchDistributed Systems
OK
Flight Disruption Probability Model
⚠️
Near-instant insurance pricing model for flight disruptions, projected to save ~25K/month.
PythonPyTorchSageMaker
OK
Real-Time Fish Species Detection
🐟
YOLO-based fish species and gender detection system, cutting inference time by 66% across 530K frames.
PythonYOLOv5/v8PyTorchComputer Vision
OK
Booking Anomaly Detection
🚨
Automated real-time anomaly detection for booking traffic across partners at Dohop.
PythonSageMakerAnomaly DetectionReal-Time
OK
Efficient 3D CNN for Action Recognition
🎬
3D CNN achieving 86.24% on UCF-101 with 44.8% fewer parameters than I3D.
PythonPyTorch3D CNNsVideo Classification
OK
Interpreting Video Models
🔍
Visualizing attention in Video Transformers and Grad-CAM in 3D CNNs for action recognition.
PythonPyTorchTimeSFormerGrad-CAM
OK
Simulation and Learning in Physical Systems
⚙️
Neural networks for approximating physical systems: Lorenz attractors, Lotka-Volterra, and the Ising model.
PythonPyTorchPhysics SimulationNeural Networks
OK
University Carpooling Platform
🚗
Mobile carpooling app for University of Iceland students and staff with real-time ride matching.
MobileReal-TimeGPSSQLite
OK