# Dhyey Shekhaliya

> A designer who engineers and a researcher who ships. Building products end to end: ML and LLM systems, agentic tooling, and product craft. Based in Rajkot, India; studied at Pandit Deendayal Energy University.

## Work

- [BugAgent](https://dhyeyyy.in/work/bugagent): Autonomous LangGraph system of four LLM agents that runs ethical bug-bounty research end to end, with hardcoded guardrails and human approval before any submission. Source: https://github.com/DhyeyShekhaliya/BugAgent
- [FuelNetEnv](https://dhyeyyy.in/work/fuelnetenv): OpenEnv-compliant RL and LLM-agent environment simulating global fuel distribution under geopolitical crisis, with five graded scenarios. Built at Meta's PyTorch OpenEnv hackathon. Live: https://huggingface.co/spaces/Dhyeyyy18/Fuel-Net-Env-Final Source: https://github.com/DhyeyShekhaliya/Supplychainenv/tree/main/fuel-net-env
- [Serin AI](https://dhyeyyy.in/work/serin): AI interview agent that scores candidates against consistent, job-specific objectives and returns a detailed fit report, making hiring fast, repeatable, and far less subjective. Live: https://www.serin-ai.com/
- [Invflow](https://dhyeyyy.in/work/invflow): Inventory and billing system for fast-paced retail, built on Next.js and Prisma with append-only ledgers and atomic, decimal-precise money transactions. Live: https://invflow-eight.vercel.app/login
- [Secure Code Assistant](https://dhyeyyy.in/work/secure-code): VS Code extension for real-time static security scanning (Semgrep) with AI-assisted explanations and reports, aligned to OWASP. Source: https://github.com/DhyeyShekhaliya/Secure-Code-Assistant
- [DumpBox](https://dhyeyyy.in/work/dumpbox): A private social vault for close circles: paste links or text, auto-classify the content, organize by circle, and collaborate in realtime. Live: https://dumpbox.vercel.app/
- [ZapCart](https://dhyeyyy.in/work/zapcart): Raspberry Pi shopping cart with RFID auto-detection, a touchscreen UI, and QR checkout that removes the checkout line, plus an admin dashboard for live carts. Source: https://github.com/DhyeyShekhaliya/ZAPCART

## Research

- [An Empirical Analysis of Large Language Models for Sector Classification of Crowd-Based Software Requirements](https://doi.org/10.1145/3748522.3779730): ACM SAC 2026, 2026. First author.
- Deep Learning-Based Classification of Intertidal Sediment Facies Using Sentinel-2 Imagery: Insights from the Chandipur Coast: Procedia Computer Science (ICMLDE), 2025. Co-author.
- [The Evolution of Brain Surgery: Exploring the Impact of Continuum Robotics](https://doi.org/10.1016/j.hest.2024.11.002): Brain Hemorrhages (Elsevier), 2025. Co-author.
- [Advanced Water Quality Assessment through Integrated Machine Learning Models for Classification](https://ieeexplore.ieee.org/abstract/document/10775218): ICCUBEA 2024 (IEEE), 2024. Co-author.

## Pages

- [Home](https://dhyeyyy.in/): overview, selected work, about, research and contact.
- [Work](https://dhyeyyy.in/work): the full case-study archive.
- [Research](https://dhyeyyy.in/research): the full publication list.
- [agents.md](https://dhyeyyy.in/agents.md): this file, rendered.

## Contact

- Email: dheypatel21@gmail.com
- GitHub: https://github.com/DhyeyShekhaliya
- LinkedIn: https://www.linkedin.com/in/dhyeyshekhaliya
- Google Scholar: https://scholar.google.com/citations?user=juY4r1sAAAAJ&hl=en