Rocket Trajectory Optimization

Optimization of rocket launch parameters using Reinforcement Learning.

Researched several ML models to represent rocket launch parameters, performed data analysis, model optimization and other ML techniques to model control of rocket parameters so as to reach orbit. Collaborated with team of other high school students to conduct research and publish paper online.

Research Paper

Fashion MNIST Image Classification

Classification of images in the Fashion MNIST dataset using CNN.

Researched CNN models for categorical classification, performed data analysis, model optimization and other ML techniques to generate a model to predict the category of clothing for Fashion MNIST.

Research Paper

AI Chatbot Application

AI chatbot application that helps understand the significance of UN-gifted artifacts.

Used Google Gemini API to develop a chatbot application to analyze collected data an generate responses to questiosn about artifact gifts. Conducted research and published article documenting methodology and results.

Medium Article

Gut Microbiome and Cancer

Gut microbiome influence on cancer research.

Researching how alterations in the gut microbiome influence cancer development, particularly gastrointestinal cancers. It highlights the roles of dysbiosis, nutrition, and immune interactions in tumor formation, with a focus on mechanisms involving H. pylori, bile acids, and immune regulation. The paper synthesizes recent studies and emphasizes unanswered questions in microbiome-cancer research.

Research Paper