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Dhruv BhambhaniDB
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Dhruv Bhambhani

@dhruvbhambhani

AI engineer at Powell Industries building a CAD-to-simulation defeaturing pipeline and productionizing RAG systems for R&D.

United States
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At Powell Industries, I’m spearheading an AI defeaturing pipeline to automate CAD-to-simulation transfer from Autodesk Inventor to COMSOL. I also authored the financial analysis and product management plan that secured funding for the initiative.

As an R&D Software Engineering Intern at Powell Industries, I productionized a multi-agent RAG pipeline in Snowflake for all five R&D product lines. It processed more than 200 queries per day with 98% accuracy, and I delivered agent-to-agent communication, automated monitoring, and a self-improvement pipeline eight weeks early.

In Texas A&M’s SUCCESS Lab, I’m researching multi-robot coordination with an LLM agent architecture using NVIDIA Nemotron and OpenClaw. I also architected a security layer addressing prompt injection, context manipulation, and cross-layer exploitation in robotics environments.

At Texas A&M’s DIGIT Lab, I’m co-authoring research on interpretable machine learning for mechanical engineering and directed development of a symbolic regression pipeline to identify feature interactions. In other projects, I built an affective AI framework for humanoid robots and an open-source MCP server for Canvas LMS.

Experience

Work history, roles, and key accomplishments

DT
Current

Computational AI Researcher

Design Innovation & Generative Intelligence (DIGIT) Lab | Te

Apr 2026 - Present (6 months)

Co-authoring an NSF-funded research paper on Interpretable Machine Learning in Mechanical Engineering. Directed development of a symbolic regression pipeline with PS-Tree to decode pairwise feature interactions from an Energy-Based Model.

ST
Current

Lead Applied AI Researcher

Secure Communication and Computer Systems (SUCCESS) Lab | Te

Apr 2026 - Present (6 months)

Leading novel research for multi-tiered LLM agentic architecture integrating NVIDIA Nemotron with the OpenClaw framework for multi-robot coordination across multiple ROS and ESP32 micro-ROS nodes. Architected a security layer defending against prompt injection, context manipulation, and cross-layer exploitation.

Powell Industries logoPI

R&D Software Engineering Intern

May 2026 - Aug 2026 (3 months)

Productionized a multi-agent RAG pipeline in Snowflake using governed AI agents across all 5 R&D product lines, processing 200+ queries/day with 98% accuracy. Delivered agent-to-agent communication, automated monitoring, and self-improvement pipeline 8 weeks early.

JL

Software Engineering Intern

JBB Asset Management LLC

May 2024 - Aug 2024 (3 months)

Built a document-synthesis pipeline for a 500+ unit portfolio using React, Python, and Flask to compile legally-compliant lease agreements, reducing contract production time by 2 days. Engineered an asynchronous multi-agent orchestration framework for maintenance ticket dispatch.

Education

Degrees, certifications, and relevant coursework

Texas A&M University logoTU

Texas A&M University

Bachelor of Science, Mechatronics Engineering

2024 -

Grade: 3.82

Activities and societies: Web Development Committee (TURTLE Robotics)

Pursuing a BS in Mechatronics Engineering with a minor in AI in Business and Embedded Systems Integration. Major GPA of 3.82 and Dean's List recognition in 2025 and 2026.

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