Harvey Mudd College · Electrical Engineering · ’28

Roby Hooper

I build where quantitative finance meets embedded hardware — from live BTC options algorithms to autonomous underwater vehicles.

Where math meets the physical world.

I’m an electrical engineering student at Harvey Mudd College with a humanities focus in economics. I like problems that sit where rigorous math meets real hardware — pricing an option, tuning a control loop, or optimizing a design under constraints that actually matter.

At Prime Trading I built and ran a live BTC options algorithm on a market-making desk. At Harvey Mudd I’ve designed op-amp sensor circuits for an autonomous underwater vehicle and led a team through a full experimental engineering build.

Outside the lab I play NCAA Division III soccer and have led wilderness expeditions through NOLS. Both reward the same things: clear thinking, good communication, and staying calm when conditions change.

Work I’ve done.

Jun – Jul 2026

Chicago, IL

Quantitative Trader / Researcher Intern

Prime Trading

  • Developed a live BTC binary options trading algorithm on prediction markets, deriving Greek values and implied volatility from option prices and executing over 300 trades.
  • Managed the market-making desk’s algorithm and hedge positions across the TBQ, TBX, and BX indices, placing trades in live ladders under time pressure.
  • Built a factor-risk exposure model to calculate optimal hedge positions for a given portfolio, then worked with the head of quant to begin scaling it from a replication of existing methods into a tool used across ETF, basket-making, and market-making strategies.
  • Python
  • Options & Greeks
  • Implied Volatility
  • Risk Modeling
  • Market Making

Jun – Aug 2025

Bethel, WA

Technician Intern

Bethel School District

  • Managed all iPads, MacBooks, TVs, and other devices for the Bethel School District, serving as technical support to 34 schools and 21,000 students.
  • Device Management
  • Technical Support
  • Operations

Selected projects.

Open a project to see the approach, the constraints, and what I took away from it.

01 AUV Data Collection E80 experimental engineering · Water quality sensing · Project lead Jan – Jun 2026

Led a four-person team building an autonomous underwater vehicle to measure water quality at Dana Point, with custom analog sensor circuits and closed-loop depth control.

  • Built op-amp circuits for pressure, temperature, and pH sensors, scaling each signal into the microcontroller’s 0–3.3 V range.
  • Implemented proportional control with an MPX5700 pressure sensor, letting the vehicle reach 2, 3, and 4 m depth waypoints autonomously.
  • Wrote MATLAB and C++ to control the AUV’s Teensy and processed data from deployments in the HMC tank room, pHake Lake, and Dana Point.
  • Validated depth control in field trials and diagnosed sensor failures — pH calibration in seawater and a shorted thermistor — in the final report.
  • Served as project lead — setting deadlines and delegating work based on each teammate’s strengths.
  • C++
  • Teensy / Arduino
  • MATLAB
  • Op-Amps
  • Control Systems
  • Sensor Design
  • Water Quality
  • Field Testing
02 BTC Binary Options Pricing & Trading Options pricing · Algorithmic trading · Prime Trading Jun – Jul 2026

Built and ran a live BTC binary options trading algorithm on prediction markets, turning option prices into implied volatility and Greek exposures.

  • Derived Greek values and implied volatility from observed option prices to drive a live BTC binary options strategy.
  • Built and ran the trading algorithm on prediction markets, executing over 300 trades.
  • Paired options-pricing theory with live execution on a market-making desk.
  • Options Pricing
  • Greeks
  • Implied Volatility
  • Binary Options
  • Prediction Markets
  • Algorithmic Trading
03 Mobile Lectern Design & Build Experimental design · Product development · Team of 5 Fall 2025

Designed and built a collapsible, portable mobile lectern as a five-person team, carrying it from problem statement through prototyping, manufacturing, testing, and iteration.

  • Worked through the full product-development process: defining the problem, ideating, prototyping, manufacturing, testing, and iterating toward a final design.
  • Split design, fabrication, and testing across a team of five, turning early concepts into a working physical product.
  • Designed the lectern to fold flat and be carried between classrooms, keeping it portable and easy to store.
  • Produced a lectern the professor still uses to teach his classes today.
  • Experimental Design
  • Product Development
  • Prototyping
  • Manufacturing
  • Collapsible Design
  • Portability
  • Iteration
  • Teamwork
04 Zipline Optimization & Design Constrained nonlinear optimization · MATLAB Jun 2026

Designed a zipline to maximize the peak speed of a 70 kg rider while respecting the physical and experiential limits of the ride.

  • Used equations from a zipline analysis paper to model the line’s shape, the rider’s path, and the velocity profile, then set up the optimization in MATLAB.
  • Optimized the design against constraints on rope tension, vertical drop, and the experience of riders of varying weights.
  • Balanced a faster ride against safety and comfort limits, showing how the optimum shifts as the rider weight changes.
  • MATLAB
  • Nonlinear Optimization
  • Mechanics
  • Numerical Modeling

Tools I work with.

Programming

  • Python
  • C
  • C++
  • Java
  • MATLAB
  • SystemVerilog

Hardware

  • Op-amp circuit design
  • Embedded systems
  • Arduino
  • Signal processing
  • Sensor integration

Math & Optimization

  • Linear algebra
  • Differential equations
  • Linear & nonlinear optimization
  • Multivariable calculus

Practice

  • Systems engineering
  • Experimental design
  • Data analysis
  • Technical leadership

Where I’ve studied.

Aug 2024 – May 2028

Claremont, CA

Harvey Mudd College

B.S. Electrical Engineering · Humanities focus in Economics

Dean’s List · 3.65 GPA · NCAA Division III Soccer (26 games, Leadership Team).

Relevant coursework: Differential Equations, Systems Engineering, Nonlinear Optimization, Linear Algebra, Experimental Engineering, Mechanics, Multivariable Calculus, Computer Science, Special Relativity, Materials Engineering, Economic Analysis, Digital & Electrical Engineering.

Aug 2020 – May 2024

Puyallup, WA

Puyallup High School

Honor Society · Varsity Soccer Captain

4.0 unweighted GPA · #1 class rank · 99th percentile SAT.

Leadership & the outdoors.

Aug 2023

Vernal, UT

National Outdoor Leadership School

Seventeen-day wilderness expedition

  • Completed an immersive expedition kayaking Utah rivers, studying leadership and practicing survival, team management, safety, and communication.
  • Strengthened leadership and community-building skills while performing as one of the group’s hardest workers under demanding physical and mental conditions.

2024 – Present

Claremont, CA

Claremont-Mudd-Scripps Soccer

NCAA Division III · Leadership Team

  • Twenty-six games played and a member of the team leadership group, balancing a full engineering course load with a competitive athletic season.

Let’s connect.

The fastest way to reach me is email. I’m always glad to talk about quantitative research, embedded systems, or a problem worth solving.

[email protected]