Jayaprakash Jaikrishnan

I’m an Information Technology graduate and Embedded Software Developer with hands-on experience developing and maintaining C/C++ applications on Linux-based systems. I focus on debugging and performance improvement while working with multithreading, inter-process communication, and system-level concepts to enhance reliability.

I’m also passionate about building intelligent AI solutions—especially Retrieval-Augmented Generation (RAG) applications using Large Language Models, vector databases, and NLP techniques. Through projects like a Chat with PDF RAG assistant and Prompt2PPT, I’ve built end-to-end pipelines for semantic search (ChromaDB, HuggingFace Sentence Transformers) and used LangChain-style conversational context and robust output handling to deliver efficient, scalable experiences.