Jugal Gajjar | AI Researcher

Hello, I'm Jugal Gajjar

Graduate student at The George Washington University, specializing in AI-powered cyber security solutions.

About Me

I develop AI-driven solutions for cyber security, currently researching autonomous vulnerability detection, exploit reasoning, and automated remediation using LLMs, code analysis, and agent-based systems. Learn more →

Projects

MalCodeAI

Autonomous static vulnerability detection and remediation using LLMs, code reasoning, and exploit simulation.

AI, Cyber Security, LLMs, Software Analysis

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SciChat

Context-aware conversational interface for scientific PDFs using LangChain, Pinecone, and Mistral LLMs.

LLMs, NLP, RAG, Information Retrieval

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EzyCart

Computer vision-powered smart cart system for automated checkout; Patent published in India.

Computer Vision, Embedded AI, Retail Tech

View Details GitHub

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Recent Publications

MalCodeAI: Autonomous Vulnerability Detection and Remediation via Language Agnostic Code Reasoning — IEEE IRI Conference 2025 [Link]
Multimodal Sentiment Analysis on CMU-MOSEI Dataset using Transformer-based Models — arXiv 2025 [Link]
Building Trust: The Sentient AI Framework for Emotionally Intelligent AI — IJCRT 2024 [Link]

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Experiences

Independent Researcher — The George Washington University (May 2025 — Present)
- Researching autonomous AI for vulnerability detection, exploit simulation, and automated remediation for graduate thesis.
- Developing secure code analysis pipelines using LLMs, reasoning models, and agent-based systems.
Teaching Assistant — Navrachana University (Jan. 2024 — May 2024)
- Mentored 80+ students on software testing, debugging, and technical writing through structured feedback.
- Contributed to curriculum delivery and assessment for test-driven development.
NVIDIA Jetson AI Project Coordinator — Navrachana University (Mar. 2022 — Jun. 2022)
- Led workshops on computer vision and NLP with Jetson Nano for real-time embedded AI applications.
- Guided student research projects recognized by the NVIDIA Deep Learning Institute.

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Contact

I'm open to collaboration, research discussions, and work opportunities.

Email: jugal.gajjar@gwu.edu

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