RAG & LLM applications
FastAPI, Ollama, retrieval, prompt architecture and agent-oriented workflows.
AI engineering · full-stack · security
Building useful AI systems, not just demos.
I’m Paladugu Ganesh Naidu — a computer science student and engineer working across GenAI, applied ML, full-stack systems and offensive-security tooling.
01 · What I do
One engineer, several connected layers.
AI is the center of gravity, but the useful part is everything around the model: APIs, data, interfaces, infrastructure, evaluation and security.
Models that answer a real question
Classification and forecasting projects built around practical data-to-inference workflows.
Security-aware engineering
Offensive-security practice and automation inform how I design systems that are easier to inspect and defend.
02 · Selected work
Shipped tools, active builds, research.
Hybrid RAG API
FastAPI + Ollama project exploring retrieval-augmented generation and local models.
Local LLMGitHub ↗
3D ULPIN Mapping System
A volumetric extension concept for India’s ULPIN framework.
3D · GIS · AIResearch →
03 · Live stream
Recent public GitHub activity.
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04 · Certifications
Verified learning, shown plainly.
SQL Basic / Intermediate / Advanced
Three public SQL skill certifications covering progressive SQL proficiency.
Python Essentials + C Essentials + Cybersecurity
Core programming and cybersecurity coursework completed through Cisco Networking Academy.
Cybersecurity Fundamentals + Python
Security foundations and Python programming credentials from IBM and Red Hat.