I enjoy making things. Here are a selection of projects that I have worked on over the years.
Designed a multimodal framework using mRNA expression, copy number alteration, and clinical data from the TCGA-BRCA dataset. Transitioned from MLP-based models to self-attention and cross-attention mechanisms for improved performance. Focused on contrastive learning techniques to handle feature embeddings without classification during training.
Co-developed an innovative platform focused on enhancing problem-solving skills without coding, emphasizing strategy over syntax. Implemented features such as drag-and-drop interactive problem solving, realtime contests, personalized recommendations, and analytics dashboards. Provided a customizable canvas editor for problem setters to create new challenges and integrated topic-wise learning materials with example problems. Designed an analytics module to track problem ratings, user progress, and contest performance. Facilitated seamless collaboration with intuitive user interfaces built using ReactJS and Tailwind CSS.
Rendered bitmap images using ray tracing and the Phong Illumination model,with an option to add texture from image files. Supported rendering from any position of 3D geometric shapes like planes, spheres, triangles, pyramids, and cubes.
