About Me
As a Computer Science and Engineering student with a specialization in Data Science from Vellore Institute of Technology Vellore, I'm passionate about leveraging AI and machine learning to solve real-world problems. My expertise spans deep learning, data analytics, and full-stack development, allowing me to build comprehensive solutions from concept to deployment. I thrive in collaborative environments and am always eager to explore new technologies.
I am a co-founder and software engineer at Levitate Hyperloop, VIT's official Hyperloop team, where I designed a machine learning model to predict optimized paths for Hyperloop tracks across the Indian subcontinent and contributed to early-stage technical planning. My commitment to community is also evident through my active volunteering with the Youth Red Cross Association, where I've supported over 100 blood donations and coordinated two on-campus drives, and led awareness campaigns on mental health, CASA, and blood donation.
Skills
Programming Languages
- Python
- Java
- R
- HTML/CSS/JavaScript
- C++
- C
- PHP
Data Science & AI
- Machine Learning
- Deep Learning
- Artificial Intelligence (AI)
- Large Language Models (LLMs)
- Data Analytics (EDA, Predictive Analytics)
- Data Visualization
- Computer Vision
- Model Interpretability
Web Development
- Frontend Development
- Backend Development
- Full-Stack Development
- Frameworks: TensorFlow, Streamlit, Django, Web3.js
Databases & Tools
- MySQL
- Render
- GitHub
- LaTeX
- Visual Studio
- XCode
- Jupyter
- MATLAB
My Flagship Projects
Real-time Pharyngitis Detection Web App
Developed and deployed an AI-powered web application for real-time pharyngitis detection, utilizing a trained deep learning model (EfficientNetB0) for accurate throat image analysis. The project featured an intuitive frontend built with Streamlit and integrated Grad-CAM for visual interpretability, with the full-stack solution deployed on Render for seamless cloud accessibility. This project demonstrates proficiency in machine learning, web development, medical imaging, and cloud deployment.
M&A Scouting Tool with Gemini LLM
Developed a Streamlit-based M&A Scouting Tool using Gemini LLM and web scraping. Users enter business criteria to identify acquisition matches. The app uses AI to search the web, summarize relevant leads, and export results to CSV. Ideal for M&A analysts and business scouts.
Global Startup Funding Data Analysis
Explored global startup funding data in R. Used logistic regression and SVM for success prediction and applied PCA and clustering to group startups by funding behavior. Analyzed sectoral trends and investor patterns to identify high-potential regions and business models.
Evently - MERN Stack Event Management System
Developed Evently, a full-stack MERN event management system for creating, booking, and managing events. Implemented JWT authentication, an admin dashboard, and RESTful APIs. Deployed with a responsive UI and real-time updates.
QS World University Rankings Analysis
Analyzed QS World University Rankings 2024 using R. Applied PCA, regression, clustering, and ARIMA forecasting to evaluate and predict ranking trends. Explored how metrics like reputation and international outlook affect rankings. Delivered insights via R Shiny dashboard.
Experience
Co-Founder and Software Engineer
LEVITATE HYPERLOOP (VIT'S OFFICIAL HYPERLOOP TEAM)
April 2024-March 2025 | Vellore, TN
- Founding member of Levitate Hyperloop, a student-led initiative focused on developing Hyperloop transportation solutions.
- Designed and developed a machine learning model to predict the optimized and most feasible path for a Hyperloop track across the Indian subcontinent.
- Led efforts in defining recruitment requirements and onboarding new team members.
- Contributed to early-stage technical planning, team structuring, and collaborative problem-solving.
Active Volunteer, Ex-Board Member, and Ex-Creativity Head
YOUTH RED CROSS ASSOCIATION - VIT
Jan 2022 - Present | Vellore, TN
- Supported 100+ blood donations with local hospitals and coordinated two on-campus drives.
- Led awareness campaigns on mental health, CASA, and blood donation.
- Served as Extracurricular Coordinator for managing EXC course activities.
- Conducted hygiene and wellness sessions at underprivileged schools.
Get in Touch
I'm always open to discussing new projects, opportunities, and collaborations.
chediletiyashwanthchowdary@gmail.com
9966075930