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About Me
I am Sargam Goyal, a pre-final year undergraduate student at IIT Roorkee pursuing B.Tech in Data Science and Artificial Intelligence. I am an active member of the Data Science Group at IIT Roorkee and have served as an Undergraduate Teaching Assistant for courses like C++ and Digital Electronics. Additionally, I contribute to the student technical magazine, Geek Gazette, as an editorial member. I had the opportunity to be a research intern at the CrIS Lab, IISc Bengaluru during summer 2025.I have academic interests in AI security and computer vision applications, particularly autonomous systems. Currently, I am finding agentic AI interesting which I am exploring in my free time.
Projects
EfficientNet-Based LULC Classification using PlanetScope and Sentinel-1 Data
A comparative analysis of supervised LULC classifier using PlanetScope and Sentinel-1 satellite imagery
Tech: PyTorch, Docker, SNAP, QGIS, EfficientNet
Result: Concluded that PlanetScope data performed better despite lesser bands
Design and Optimization of CNN-Based Facial Emotion Recognition System
A facial expression recognition models using the FER2013 dataset
Tech: PyTorch, CNN, SVM, Logistic Regression, Random Forest
Result: Achieved a test accuracy of 53%, surpassing 81.54% of benchmark human-level performance on the dataset.
Implementation of YOLOv9 on Self Driving Car Dataset
A YOLOv9 object detector to enhance self-driving car perception in bad weather, targeting improved safety in adverse conditions.
Tech: Ultralytics, labelImg
Result:Achieved 0.595 mAP@0.5, competitive with leading benchmarks (0.50-0.95 mAP@0.5).