Retrieval-Augmented Generation with Semantic Search
Improving document retrieval by combining semantic search with RAG, using large language models for intelligent knowledge retrieval. Presented at ISCS 2025.
Hello, I'm
Computer Science Engineer|
I build research-driven software — from RAG-based document search to cloud security tooling — and I publish what I learn along the way.
I'm a Computer Science graduate (B.Tech, Amity University Haryana, 2025) with a strong interest in software development, AI research, and IT services. Through internships at POWERGRID, FMRI (Fortis Memorial Research Institute), Salesforce, Accenture and others, I've worked on data analytics, web development, and enterprise IT tools.
Alongside engineering, I do research: I have published papers on Retrieval-Augmented Generation with semantic search and on combining AI with Zero Trust principles for cloud forensics. I enjoy turning research ideas into working projects — and writing clearly about what I learn.
Peer-reviewed papers from my research work.
Improving document retrieval by combining semantic search with RAG, using large language models for intelligent knowledge retrieval. Presented at ISCS 2025.
How security can move beyond perimeter defence toward continuous, AI-assisted verification — Zero Trust architecture, behavioural analytics, and intelligent incident response for cloud environments.
How nanomaterials can enhance Li-Fi communication systems and their potential in next-generation wireless communication.
Ongoing: I'm building the working implementation behind the Zero Trust review — adaptive trust evaluation, AI-assisted cloud forensics, and intelligent incident response. Code and findings will be published as this work progresses.
Research implementations, engineering work, and web builds.
Simulation suite implementing adaptive trust evaluation, AI-assisted cloud forensics, and intelligent incident response — the working codebase behind my IEEE review paper.
A chat-with-your-PDF web app built on LangChain and RAG techniques with text chunking for accurate, context-aware retrieval.
ITSM implementation at Fortis Memorial Research Institute: ManageEngine ServiceDesk Plus configuration plus a custom request portal with a PHP/MySQL backend.
A responsive space-technology landing page built with HTML, CSS and Bootstrap with clean section design across devices.
Built a real-time visualization dashboard for POWERGRID's AM Risk Matrix, integrating multiple data sources to support risk management and decision-making.
Salesforce fundamentals, relationship and process automation, flows and security, Apex, testing and debugging, Lightning Web Components.
Cloud administration basics: creating and managing virtual machines, remote access using RDP.
Implementation and configuration of ManageEngine ServiceDesk Plus and PACS software for hospital IT operations.
Practical tasks covering technical requirements, architecture, testing and security.
Career-oriented training drives and skill-development programmes with international speakers.
Amity University Haryana
Core computer science with focused work in AI, cloud computing and web technologies.
Turning my IEEE review into working software — adaptive trust evaluation, AI-assisted cloud forensics, and intelligent incident response.
Open to opportunities, research collaboration, or a quick chat about technology.