Building AI-powered systems, RAG applications, and intelligent automation solutions that solve real-world problems.
I’m Pavan Kumar, an AI & ML-focused Computer Science student at SOA University passionate about building intelligent systems, generative AI applications, and scalable web technologies.
My core interests lie in Retrieval-Augmented Generation (RAG), intelligent agents, machine learning systems, and AI-powered automation. I lead teams, participate in hackathons, and collaborate on open-source repositories to turn raw data and model checkpoints into production-ready platforms.
A deep-dive into how vector databases, semantic search pipelines, and prompt injection can optimize LLM context retrieval and eliminate hallucination.
Read Article ↗A step-by-step technical guide to indexing PDF libraries, applying chunking heuristics, and using conversational memory loops to build intelligent chatbots.
Read Article ↗An analysis of text preprocessing models, feature extraction vectors, and ensemble classifier architectures used to identify fake news in high-throughput pipelines.
Read Article ↗