About Me
A second year UG student with a keen interest in Computer Vision domain under Deep Learning.
Next Tech Lab
Member - McCarthy Lab
Oct 2023 - Present
Chennai, IN
- Part of the distinguished QS Award-winning lab, recognized twice for research excellence. Acknowledged for achievements, with a focus on advanced machine learning methods within the renowned McCarthy Lab where I delved into cutting-edge research in AI and Deep Learning.
- Contributed to a portfolio of multiple Deep Learning projects, gaining proficiency in Computer Vision discipline.
Next Gen AI
Member - ML & DL
Sep 2023 - Present
Chennai, IN
- Gained proficiency in the fundamentals of machine learning and established valuable connections
- Coordinated and executed a successful hackathon and datathon competition as a key member of the organizing team, showcasing organizational, and teamwork skills.
Projects
/
Image Segmentation through U-Net Architecture Implementation
Sep 2024
- Developed a U-Net architecture for image segmentation, achieving a validation accuracy of 98% and an Intersection over Union (IoU) score of 95%.
- Implemented custom data preprocessing and augmentation techniques to enhance model performance on diverse datasets.
- Utilized PyTorch for model training and evaluation, leading to significant improvements in accuracy and IoU metrics compared to baseline models.
VQA V1 PyTorch Implementation
June 2024
- Implemented the vanilla VQA system using PyTorch, replicating the research paper VQA: Visual Question Answering.
- Implemented comprehensive data handling scripts for downloading, preprocessing, and preparing image and question datasets and for training the model.