Dhairya Parikh

Process Automation Engineer | AI & Cybersecurity

About Me

Machines learn patterns. I design the curiosity behind those patterns.

I’m Dhairya Parikh — an engineer who believes creativity is the ultimate algorithm. Every project is an experiment in making technology a little more human.

Exhibits: Education

Virginia Tech

Master’s in Computer Engineering (Expected May 2025) · GPA: 3.80/4.0

Birla Vishvakarma Mahavidyalaya

Bachelor’s in Electronics and Communication Engineering · CPI: 3.60/4.0 (Aug 2019 – May 2023)

Experience

TMELC, USA — Process Automation (Current)

  • Developing AI-driven solutions to monitor industrial control systems using LSTM models for anomaly detection and predictive maintenance.
  • Integrating Python pipelines to preprocess telemetry data and perform time-series forecasting.
  • Collaborating with security teams on log analysis & behavior modeling in OT environments.

Commonwealth Cyber Initiative (VT) & Booz Allen — Graduate Research Assistant

  • Designed RL-based fuzzers using Q-learning.
  • Built encoders/decoders for message validation in O-RAN systems.
  • Applied fuzzing to detect vulnerabilities in 5G O-RAN environment.

TMELC, USA — CO-OP Engineer

  • Designed OPC UA Server/Client using open62541.
  • Integrated syslog feeding into a SIEM tool for security analysis.
  • Built PKI tools for certificate generation & management.

Indian Space Research Organization (SAC), India — Researcher

  • Developed automated harness system using Python, Raspberry Pi & Zigbee.
  • Integrated hardware components for multi-device testing.
  • Created real-time control and monitoring interfaces.

Bodh Labs, India — Web Developer Intern

  • Built features for a defense website using React.js & Material UI.
  • Implemented OAuth authentication & admin dashboard.
  • Optimized front-end components & maintained codebase.

Projects

CrowdAlpha

AI Sentiment Trading

RAG-Based PDF Q&A

LLM + FAISS Retrieval

Custom RL Env

Pen Testing Simulation

LSTM & MLP

Time-Series Models

MNIST Classifier

>99% CNN Accuracy

GPT TA System

LLM for Course Support

Ignition Lock

Alcohol Detection System

DNS Attack Project

Poisoning & Spoofing

ANPR System

YOLO-based Review Work

5G RRC Fuzzing

RL-Driven Framework

PKI Manager

Certificate System

Remote Security

Nessus VPN Scan

AI Knowledge Assistant

RAG PDF/Code QA

GitHub QA Tool

LLM Repo Chatbot

Open Source Contributions

LlamaFarm

CLI debug logs verifier and developer-experience enhancements for the open-source AI agent framework.

View Contribution

DocsGPT

Enhanced the RAG-based pipeline and LangChain integration for better documentation QA.

View Contribution

Publications

5G/O-RAN Security Automated Testing

IEEE Explore · 2024

Adaptive RL-Based Fuzzer for 5G RRC Security (Master’s Thesis)

Virginia Tech · 2025