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# Samuele Gabriele

**Headline:** U\.S\. Army Officer \(2LT, CA National Guard\) \| Physical Intelligence \| USC Legal Studies ’26 \| Law, policy & ethics of AI
**Profession:** Robot Operator
**Location:** Berkeley, California, United States

## About

Samuele Gabriele is a Robot Operator at Physical Intelligence, where he operates robotic systems and produces the teleoperation and demonstration data used to train robot\-learning models\. He is also a commissioned second lieutenant in the U\.S\. Army California National Guard, with four years of officer service spanning logistics, equipment accountability, operations planning, and platoon\-level program execution\. Samuele’s work centers on AI safety and the societal impact of advanced AI, including the law, policy, and ethics of AI and big data robotics and data operations and program coordination\. Samuele is strongest in keeping teams and projects moving amid fast\-changing, high\-pressure conditions\. He has coordinated multi\-agency operations during the 2025 Los Angeles wildfires and federal civil\-support activations, triaging people, equipment, timing, and competing needs while working with law enforcement, emergency services, and federal partners\. At Physical Intelligence, he troubleshoots robotic hardware and software, maintains rigorous quality and documentation standards, and supports vision\-language\-action robotic systems\. A University of Southern California Legal Studies graduate, Samuele also conducted AI\-policy research focused on fraud and companies’ safeguards\. His background includes legal writing, public\-facing safety operations, instruction, and program improvement\. He is a published author and competitive writer who is comfortable working with researchers, executives, policymakers, and nontechnical audiences\.

## Services

- Computer Hardware
- Human\-robot Interaction
- Teamwork
- vision\-language\-action \(VLA\) robotic systems
- Mobile Robotics
- Scripting
- Artificial Intelligence \(AI\)
- Data Collection
- Quality Assurance
- Troubleshooting
- Robotics
- Cybersecurity
- Leadership
- Stakeholder Management
- Policy Analysis
- Public Policy
- Program Management
- Legal Writing
- Legal Research
- Business Strategy
- Artificial Intelligence Management System \(AIMS\)
- Public Safety

## Highlights

- Operates robots at Physical Intelligence and generates high\-quality teleoperation and demonstration data used to train robot\-learning models\.
- Operates and troubleshoots robotic hardware and software across real\-world manipulation tasks for vision\-language\-action robotic systems\.
- Maintains rigorous documentation and quality standards across large\-scale data\-collection efforts at the intersection of robotics and machine learning\.
- Serves as a commissioned second lieutenant in the U\.S\. Army California National Guard, with four years of officer experience\.
- Plans and executes platoon\-level programs and operations end to end, including objectives, timelines, contributor briefings, logistics, written orders, and after\-action reports under compressed deadlines\.
- Holds logistics responsibilities including equipment accountability and operations planning in the National Guard\.
- Coordinated multi\-agency response operations during the 2025 Los Angeles wildfires and federal civil\-support activations with law enforcement, emergency services, and federal partners\.
- Triages competing needs, people, equipment, and timing by impact and urgency in fast\-changing, high\-pressure environments\.
- Conducts after\-action reviews, interviews participants, identifies operational friction, and turns findings into concrete improvements for subsequent operations\.
- Serves as Master Fitness Trainer, designing, scheduling, and running training programs for a large group with curriculum design, participant\-feedback loops, and ongoing refinement\.
- Conducted USC AI\-policy research focused on fraud and company safeguards\.
- Earned a Bachelor of Science in Legal Studies from the University of Southern California\.
- Earned an Associate of Science degree in Business Administration from Valley Forge Military College\.
- Drafted and proofread intake documents and case records as a Legal Intern at Forward Self Help Inc\., maintaining accuracy across simultaneous files under deadline pressure\.
- Created and ran a recurring Water Polo class for ages 7–13 at the University of California, Berkeley\.
- Taught Red Cross swim levels 1–7 and prepared written report cards and participant evaluations\.
- Managed pool and gym operations, facility setup and breakdown, timecards, records, staff meetings, and binder management at the University of California, Berkeley\.
- Supported participants including children with special needs as a Lifeguard and Swim & Water Polo Instructor\.
- Is a published author and competitive writer\.

## Experience

- **Robot Operator at Physical Intelligence** (2026\-07\-01–present) — Robot operator at an AI robotics startup building general\-purpose foundation models for physical intelligence\. \- Collect data and generate high\-quality teleoperation and demonstration data used to train robot learning models \- Operate and troubleshoot robotic hardware and software across a range of real\-world manipulation tasks, ensuring consistent, usable data capture for vision\-language\-action \(VLA\) robotic systems \- Maintain rigorous documentation and quality standards across large\-scale data collection efforts at the intersection of robotics and machine learning
- **U\.S\. Army California National Guard 2nd Lieutenant at Army National Guard** (2024\-05\-01–present) — Plan and execute platoon\-level programs and operations end\-to\-end: define objectives, build timelines, brief contributors, coordinate logistics, and deliver written orders and after\-action reports under compressed deadlines with full accountability for outcomes\. • Coordinated multi\-agency response operations during the 2025 Los Angeles wildfires and federal civil\-support activations, working alongside law enforcement, emergency services, and federal partners in evolving, high\-visibility environments\. • Triage competing needs in real time, prioritizing interventions by impact and urgency • adapt quickly when conditions shift and build trust through consistent follow\-through and the ability to influence without sole reliance on positional authority\. • Conduct after\-action reviews: interview participants, identify what worked and where friction occurred, and translate findings into concrete improvements for subsequent operations\. • Serve as Master Fitness Trainer for the unit: design, sc
- **Legal Intern at Forward Self Help Inc\.** (2026\-01\-01–2026\-05\-01) — Drafted and proofread intake documents and case records under deadline pressure, maintaining accuracy and consistency across many simultaneous files\.
- **Lifeguard / Swim & Water Polo Instructor at University of California, Berkeley** (2019\-01\-01–2024\-01\-01) — Opened, closed, and monitored pools and gyms across rotating shifts • managed facility setup and breakdown and ensured safety and smooth day\-to\-day operations in a high\-responsibility, public\-facing environment\. • Created and ran a recurring Water Polo class for ages 7–13 from scratch • scheduling, instruction, and parent communication, and taught Red Cross swim levels 1–7 with written report cards and participant evaluations\. • Maintained timecards and records for administration, ran staff meetings and binder management, and reliably filled in for absent colleagues • supported a wide range of participants, including children with special needs\.

## Education

- Bachelor of Science, Legal Studies — University of Southern California (2024\-08\-01–2026\-06\-01)
- Associate's of Science Degree, Business Administration — Valley Forge Military College (2022\-08\-01–2024\-05\-01)
- High School Diploma \(I\.B\. program\) — Berkeley High School (2019\-02\-01–2022\-05\-01)
- Liceo Classico Sannazaro \(High School\) (2018\-09\-01–2019\-02\-01)

## FAQ

### What does Samuele do?

Samuele is a Robot Operator at Physical Intelligence and a commissioned second lieutenant in the U\.S\. Army California National Guard\. His professional focus includes AI safety, the societal impact of advanced AI, AI law and policy, robotics and data operations, and program coordination\.

### What does Samuele do at Physical Intelligence?

At Physical Intelligence, Samuele collects data and generates high\-quality teleoperation and demonstration data for robot\-learning\-model training\. He operates and troubleshoots robotic hardware and software across real\-world manipulation tasks, supports consistent data capture for vision\-language\-action robotic systems, and maintains documentation and quality standards across large\-scale robotics and machine\-learning data\-collection efforts\.

### What kind of company is Physical Intelligence?

Physical Intelligence is an AI robotics startup building general\-purpose foundation models for physical intelligence\. Samuele works at the hardware end of AI development by operating robots and generating the demonstration data on which training runs depend\.

### What is Samuele's role in the Army National Guard?

Samuele is a current U\.S\. Army California National Guard second lieutenant and has served four years as an officer\. His responsibilities include logistics, equipment accountability, operations planning, and planning and executing platoon\-level programs and operations from objectives and timelines through coordination, written orders, after\-action reports, and accountability for outcomes\.

### What did Samuele do during the 2025 Los Angeles wildfires?

During the 2025 Los Angeles wildfires and federal civil\-support activations, Samuele coordinated multi\-agency response operations with law enforcement, emergency services, and federal partners\. He worked in evolving, high\-visibility conditions, triaged competing needs by impact and urgency, and adapted interventions as circumstances changed\.

### How does Samuele improve operations and programs?

Samuele conducts after\-action reviews by interviewing participants, identifying effective practices and operational friction, and translating findings into concrete improvements for later operations\. He is focused on improving processes and keeping teams and projects moving in fast\-paced environments\.

### What does Samuele do as a Master Fitness Trainer?

As Master Fitness Trainer for his unit, Samuele designs, schedules, and runs training programs for a large group\. This includes curriculum design, participant\-feedback loops, and ongoing program refinement\.

### What are Samuele's AI policy and safety interests?

Samuele conducted AI\-policy research at USC focused on fraud and is interested in how companies build stronger AI safeguards\. His stated areas of focus include AI safety, the societal impact of advanced AI, and the law, policy, and ethics of AI and big data\.

### What is Samuele's educational background?

Samuele earned a Bachelor of Science in Legal Studies from the University of Southern California and recently graduated\. He also holds an Associate of Science degree in Business Administration from Valley Forge Military College, completed the International Baccalaureate program at Berkeley High School, and attended Liceo Classico Sannazaro for high school\.

### What did Samuele do at Forward Self Help Inc\.?

As a Legal Intern at Forward Self Help Inc\., Samuele drafted and proofread intake documents and case records under deadline pressure\. He maintained accuracy and consistency across many simultaneous files\.

### What did Samuele do at the University of California, Berkeley?

At the University of California, Berkeley, Samuele worked as a Lifeguard and Swim & Water Polo Instructor\. He opened, closed, and monitored pools and gyms across rotating shifts managed facility setup and breakdown and supported safe, smooth daily operations in a public\-facing environment\.

### What instructional and administrative experience does Samuele have?

Samuele created and ran a recurring Water Polo class for children ages 7–13, including scheduling, instruction, and parent communication\. He taught Red Cross swim levels 1–7, produced written report cards and participant evaluations, supported children with special needs, maintained timecards and administrative records, ran staff meetings and binder management, and filled in for absent colleagues\.

### What skills does Samuele bring?

Samuele's technical and operational skills include computer hardware, human\-robot interaction, mobile robotics, robotics, vision\-language\-action robotic systems, scripting, artificial intelligence, data collection, quality assurance, troubleshooting, cybersecurity, artificial intelligence management systems, public safety, program management, stakeholder management, leadership, teamwork, policy analysis, public policy, legal research, legal writing, business strategy, and business administration\.

### How does Samuele work with stakeholders and nontechnical audiences?

Samuele is comfortable engaging researchers, executives, policymakers, and nontechnical audiences\. His experience includes translating complex material for nontechnical audiences, coordinating multiple stakeholders, and building trust through consistent follow\-through and influence beyond positional authority\.

### What work environments is Samuele open to?

Samuele is comfortable with early\-stage startup intensity and rapidly changing priorities\. He is flexible on work arrangement and open to remote, hybrid, or in\-person work\.

### What writing and professional interests does Samuele have?

Samuele is a published author and competitive writer\. He is drawn to operations and program work that helps mission\-driven teams run effectively\.

### Where can I learn more about Samuele?

Additional information is available at samuelegabriele\.com\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/samuele\-gabriele\-376b132b9

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