Snake AI Detection Training
Computer vision and MLOps contributor
End-to-end snake detection training workflow using Roboflow, YOLO experiments, and ClearML tracking.
RoboflowYOLOClearMLtraining pipeline
Overview#
Snake AI Detection Training covers the model-training side of the SnakeAid ecosystem, from dataset preparation to experiment tracking and iterative YOLO-based detection work.
Focus#
- Dataset management and labeling workflow
- Reproducible experiment tracking
- Detection model iteration and evaluation
- Connecting model development back to a real product use case
Why It Strengthens The Portfolio#
This project extends my profile beyond backend systems into practical AI development tied to a concrete operational problem.