Projects.
My Projects
EEG-Operated Vehicle Control System
In this project, we developed a vehicle control system that enables individuals with disabilities to operate a vehicle using EEG signals from a Muse headband. The system interprets jaw clenching and head orientation to control movement, utilizing Python, Raspberry Pi (Model 4B), and the Mind Monitor app with OSC protocol for real-time data transfer. The project demonstrates the potential for accessible technology using affordable and available hardware.
Stock Market Prediction Using Machine Learning (Exploratory Analysis Webapp)
This Django-based web application is designed to predict stock prices using LSTMs and provides a user-friendly way to perform exploratory analysis. It allows users to load stock data, select specific indicators, and run a predictive model based on the selected inputs. The app also provides insights into recent news sentiment related to the chosen stock ticker.
Exploring New Resonances: Parametric Neural Network Analysis of Higgs Decay
This project uses parametric neural networks (pNN) to search for new particle resonances. By analyzing the decay of the Radion particle, the study demonstrates that both concatenation-based and affine pNN architectures perform well across various mass hypotheses. The results indicate that pNNs can effectively identify Higgs decay signals, suggesting their potential as valuable tools in particle physics research​.
ABOUT ME
Who I am.
Hello! I recently graduated from Imperial College London with an MSci in Physics. Throughout my academic journey, I developed a strong passion for solving complex puzzles, which naturally extended to my interests in machine learning and programming. I thrive on the challenge of deciphering intricate problems and creating innovative solutions. My enthusiasm for technology and analytical thinking drives me to continuously learn and explore new advancements in the field. In my free time, I enjoy tackling brainteasers, developing new software projects, and staying updated with the latest trends in AI and computational physics. I am excited to embark on the next phase of my career, where I can leverage my skills and knowledge to contribute to cutting-edge projects and collaborate with like-minded professionals. My main hobby is hitting the gym, where I love pushing my limits and staying active. I also dabble in photography, capturing moments whenever inspiration strikes. You can check out some of my favourite shots in the image slides.
QUESTIONS?
Any general questions about me or my projects are welcomed 🙂
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Email – Ganelreddy1@gmail.com