NANDHUSHREE REDDY M / PROJECTS
Explore research contributions, generative AI experiments and credited learning references including CloudCostAI, NmapAnalyzer and TuxNest.
3D ULPIN · RESEARCH BLUEPRINT
Listed as an undergraduate team contributor to the 3D ULPIN Mapping System research blueprint at NCET. The proposal explores extending India’s existing ULPIN framework to represent volumetric property. This is a research concept; no production deployment or individual implementation claim is implied.
Read the blueprint ↗GENAI · LEARNING LAB
An ongoing learning direction from my original portfolio: prompt experiments, model comparisons, and practical generative AI workflows. These are explorations rather than a released product. The next step is to document reproducible examples and share the learning process.
AI COLLABORATION · EXPLORATION
A continuing exploration of AI as a collaborator in research, writing, analysis, and iteration. This portfolio documents that direction without claiming unverified model benchmarks or deployed applications.
Projects by Paladugu Ganesh Naidu that inform my exploration of AI systems, applied ML and security. Creator credit and original source links are preserved.
APPLIED MACHINE LEARNING
Cloud usage and cost prediction using applied machine learning and a Flask interface.
Created by Paladugu Ganesh Naidu · Learning reference
Explore original project ↗SECURITY ENGINEERING
Network scan analysis, reporting and security automation using C and MySQL.
Created by Paladugu Ganesh Naidu · Learning reference
Explore original project ↗LOCAL-FIRST AI ENGINEERING
A VS Code AI engineering environment for repository context, local models and remote inference workflows.
Created by Paladugu Ganesh Naidu · Learning reference
Explore original project ↗RAG & LOCAL LLMS
A modular retrieval and local inference API using FastAPI and Ollama.
Created by Paladugu Ganesh Naidu · Learning reference
Explore original project ↗