Portrait of Gadde Durga Harsha Vardhan

Gadde Durga Harsha Vardhan

B.Tech student in AI & Machine Learning with a strong passion for continuous learning. I enjoy adapting to emerging technologies and turning new ideas into practical solutions for real-world problems.

Projects

Satellite Image Classification for Drought Detection

Quantum ML

A hybrid quantum neural network built with Python, PennyLane, and PyTorch. It reads Sentinel-2 satellite imagery, extracts complex spatial features with quantum circuits, verifies data integrity, and classifies land health for agricultural drought detection.

  • Flutter
  • Python
  • PennyLane
  • Qniverse

Agentic AI Prompt Optimization Engine

Web app

An interactive app that automates prompt engineering. Agentic loops built with LangChain and Streamlit evaluate each user prompt, refine it, and repeat until the model’s responses are comprehensive, context-rich, and accurate.

  • Python
  • LangChain
  • Streamlit

Contribution-Aware Trust Mechanism for Swarm Learning

On-going research

A multi-factor trust score for swarm learning. It measures how each participant’s update contributes to the global model, then combines that with validation, update behaviour, similarity, and historical evidence. The score reduces the influence of poisoning participants while protecting honest ones whose data is heterogeneous.

  • Python
  • PyTorch

Skills

Languages

  • C
  • Java
  • Python

Frameworks and libraries

  • LangChain
  • Streamlit
  • Pandas
  • NumPy
  • PyTorch

Databases and tools

  • n8n
  • SQL
  • VS Code
  • GitHub
  • AWS Cloud
  • Docker

Certificates and achievements

Winner, ACM 24-Hour National Hackathon UDGAMA 2026

Education and communities

Vasireddy Venkatadri Institute of Technology
B.Tech, Artificial Intelligence and Machine Learning · Nambur, Guntur

CGPA 7.77 / 10

Tirumala Junior College
Board of Intermediate · Katheru, Rajahmandry

87.1%

Sasi EM High School
Boards · Rajahmandry

99%

Communities

Contact

I’m looking for opportunities where I can apply AI and keep learning on real-world problems.