- Deep Learning algorithm for real-time video analysis: Designed a deep learning-based object detection system to autonomously
- Systematically validated the deep learning model against controlled test datasets to ensure consistent performance, achieving less than
- 2% error rate in spatial tracking accuracy
- Enhanced research data integrity and analytical precision by developing a Python-based solution that automates the detection and analysis of behavioral patterns in biological experiments
- Tools & Technologies: Python, OpenCV, TensorFlow, PyTorch, Pandas, Numpy, CNN, Matplotlib