Sujal Bhakare
Systems Engineering and Research Portfolio
conceptsystems2026

Guardian HAT

Custom robotics and edge-AI hardware expansion board for Jetson-class compute, integrating sensors, motor interfaces, protected power, communication buses, and field diagnostics.

No hero asset
Fallback architecture graphic
System Abstract

Problem and Constraints

Jetson-class compute boards are powerful for AI and autonomy but need protected power, sensor abstraction, real-time control, and field diagnostics to behave like robotics controllers.
Constraints
  • Protected power rails
  • Field-serviceable connectors
  • Sensor and bus expansion
  • Real-time control split
  • Reset and power control
  • Modular robotics integration
Architecture

Layered System Architecture

Edge Compute

Jetson Orin Nano target

Run autonomy, AI inference, perception, and high-level orchestration.

Real-Time Control

STM32-class controller concept

Handle deterministic low-level IO, safety checks, motor interfaces, and bus supervision.

Sensor Integration

IMU, GPS, ToF, ultrasonic, IR

Expose common robotics sensors through structured buses and expansion points.

Communication

CAN, UART, I2C, SPI, GPIO, pogo pin expansion

Provide modular electrical interfaces for robots and edge-AI devices.

Diagnostics

LED indicators, reset controls, power controls

Support field debugging and fast subsystem isolation.

CANUARTI2CSPIGPIO
Engineering Decisions

Tradeoffs and Consequences

DecisionReasonTradeoffConsequence
Convert development compute into a robotics controllerA Jetson alone is not a field-ready robotics control surface.More board-level design and validation.The compute module gains protected power, sensor integration, diagnostics, and real-time control boundaries.
Research Value

Publishable Direction

  • Hardware abstraction for modular robotics.
  • Edge AI and deterministic low-level control split.
  • Field-serviceable robotics controller architecture.
Markdown Body

Technical Writeup

System Position

Guardian HAT is a hardware architecture for turning Jetson-class compute into a practical robotics controller. It combines protected rails, bus expansion, sensor integration, motor interface options, diagnostics, and a real-time controller concept.

Guardian HAT | Sujal Bhakare