C H Uday Kumar Reddy

About

Computer Science & Engineering graduate specializing in AI/ML and backend engineering, with internship experience in AI-driven smart parking systems. Skilled in Java, Spring Boot, Python, YOLOv8, RESTful APIs, and core CS fundamentals, and seeking SDE or AI Engineer roles.

Experience

• AI / ML Intern
  ParkNSecure Private Limited
  May 2025 – Jun 2025

Education

• Bachelor of Technology (B.Tech)
  Gandhi Institute of Technology and Management (GITAM)
  Computer Science & Engineering (AI & ML) · 2022 – 2026
• Pre-University Education
  V.K.J PU College
  PCMB · 2020 – 2022
• Secondary School Certificate (Class X)
  Vijaya Marie School
  2019 – 2020

Skills

• SQL
• Artificial intelligence
• Computer Networks
• Python
• Machine Learning
• CSS3
• Java
• JavaScript
• OpenCV
• Operating Systems
• API Integration Understanding
• HTML5
• Design Systems
• Hibernate
• Data Structures and Algorithms
• Spring Data Jpa
• Oop

Projects

• AI Malpractice & Cheating Detection System
  Python, Django, YOLOv8-Pose, OpenCV, Three.js, Chart.js

  Architected a multi-modal computer vision monitoring system leveraging YOLOv8 for unauthorized object detection and YOLOv8-Pose for 17-point skeletal pose estimation. Formulated spatial-temporal tracking logic in OpenCV to detect posture anomalies, seat abandonment, out-of-frame student movements, and unauthorized document passing in real time. Developed an interactive web dashboard for real-time video stream processing, visual telemetry animations, and real-time Chart.js metric logging.

• Grocery Customer Churn Prediction Engine
  Java 11, Spring Boot 2.7, Weka 3.8 ML Library, Bootstrap 5

  Architected a predictive analytics Java web application utilizing Spring Boot 2.7 and the Weka 3.8 ML library to evaluate customer shopping behavioral patterns and demographics. Benchmark-tested and integrated 5 machine learning classifiers with automated runtime selection of the highest-performing model based on cross-validation metrics. Engineered an interactive web portal featuring real-time churn probability scoring, risk tier categorization, and automated personalized customer retention recommendations.

• E-Commerce Backend Platform
  Java, Spring Boot, MySQL, Spring Data JPA, REST APIs, Postman

  Architected a production-ready monolithic backend service featuring 10+ RESTful API endpoints for user authentication, product catalog routing, and order lifecycle management. Formulated a relational database schema using MySQL, establishing clean entity mappings with Spring Data JPA and building paginated query filters. Enforced strict 3-tier MVC architecture and integrated global exception handling to guarantee 99.9% application stability.

Courses & certifications

• MongoDB Administration Certification · Infosys Springboard
• Smart India Hackathon

🎯 Hobbies & interests

• Open-Source Contributions
• AI Systems Architecture