Sathwik Reddy Muppa

B.Tech. CSE student with specialization in AI and ML, proficient in Python and various AI tools. Certified in Azure AI essentials and Python, with practical experience in predictive modeling, text analysis, and chatbot development. Aiming to leverage technical skills and problem-solving capabilities in a challenging environment.

• Microsoft Azure AI Essentials (LinkedIn Learning), April 2025
• Python training (core and advanced), June 2023

IPL match winner prediction using machine learning

Predicted IPL match outcomes using machine learning models trained on historical match data, player statistics, and team performance metrics, focused on feature engineering, data pre-processing, and model optimization to enhance predictive accuracy

Image classification using deep learning models

Classified images of flying objects (fighter jets, passenger planes, rockets) using deep learning models like VGG16, InceptionV3, and MobileNetV2, applied data augmentation, and model fine-tuning to improve accuracy and generalization

Capstone project: Netflix recommendation system using Apriori algorithm

12/2024 – 03/2025

Developed a recommendation system that suggests movies by mining user viewing patterns with the Apriori algorithm, focused on extracting frequent item sets and generating association rules using Python

• Disha Club team member, GITAM (2022 - 2025)
• Participate in a 24-hour hackathon at the college
• Participated in a kabaddi championship at the district level