Open to opportunities

Narendra
Poreddy Reddy

B.Tech student in Computer Science & Data Science at GITAM University, Bangalore. Building data-driven solutions at the intersection of machine learning, cloud computing, and mobile development.

View Projects → Get in Touch
2
Major Projects
~99%
ML Model Accuracy
5+
Technologies
What I work with

Skills & Technologies

🐍
Python
🌐
HTML / CSS
☁️
AWS
🗄️
SQL
📱
Kotlin / Android
🖥️
C / Windows
⚡
FastAPI
🤖
scikit-learn
📊
Streamlit
Soft Skills
Communication & Presentation Team Leadership Collaboration Problem Solving
What I've built

Projects

🏫
Team Leader
Enhancing Engagement in Hybrid Classrooms
July 2025 – November 2025
  • Cloud-based web app for monitoring and improving student engagement in hybrid classrooms
  • Real-time engagement analytics dashboard using Streamlit deployed on AWS EC2
  • Serverless processing with AWS Lambda for real-time engagement score updates
  • Integrated sentiment analysis and gamification features to boost participation
  • Proposed predictive model to identify students at risk of disengagement
HTML/CSS/JS Streamlit AWS EC2 S3 DynamoDB Lambda
🌱
Team Leader
Crop AI — Soil Health & Crop Recommendation
January 2025 – April 2025
  • Full-stack mobile app recommending optimal crops from soil & climate parameters
  • Random Forest Classifier trained on 2,200 samples with ~99% accuracy across 22 crops
  • Native Android app in Kotlin with MVVM architecture and Material Design 3
  • RESTful FastAPI backend with Pydantic validation and real-time ML predictions
  • 7-parameter soil analysis: N, P, K, temperature, humidity, pH, rainfall
Python FastAPI Kotlin scikit-learn Android Studio ngrok
Academic journey

Education

2023 – Present
B.Tech — CSE (Data Science)
GITAM University, Bangalore
Current
2021 – 2023
Intermediate
NANO Junior College, Telangana
2020 – 2021
10th Grade (CBSE)
Arbor International School, Telangana
Recognition & Interests

Achievements & Interests

🏆
Team Leadership
Led cross-functional teams as Team Leader on two major academic projects, managing timelines and technical execution.
🎓
Technical Workshops
Active participant in technical workshops, continuously upskilling across emerging technologies and domains.
📊
Data Science
Deep interest in machine learning, data analysis, and building intelligent systems that solve real-world challenges.
☁️
Cloud Computing
Hands-on AWS experience deploying scalable applications using EC2, S3, Lambda, and DynamoDB in real projects.
Get in touch

Let's Connect

I'm always open to discussing interesting projects, internships, or opportunities in Data Science, Cloud, and Software Development.

📧 poreddynarendra2006@gmail.com 🔗 LinkedIn Profile 📞 +91 6305567937
📍 Hyderabad, Telangana, India