Walk me through your experience that aligns with SensXR development and integration.
My background is rooted in analog circuit design, signal-chain development, and system-level debugging for aerospace and defense environments. I’ve worked with EEE parts selection, reliability analysis, and hardware testing under DO-254–style rigor. I’ve also supported integration efforts where I analyzed sensor data paths, validated analog front-end performance, and verified hardware behavior against simulation. This experience transfers directly into SensXR, which relies heavily on precision analog interfaces, calibration, and hardware-software integration.
What is your experience with sensor systems or signal-processing front-ends?
I’ve designed and analyzed low-noise analog circuits that interface with sensors such as accelerometers and precision measurement devices. My work typically involved selecting components based on noise, bandwidth, and stability requirements; designing bias networks; running SPICE simulations; and verifying performance at the bench using oscilloscopes, network analyzers, and spectrum tools. I’m comfortable characterizing gain, offset, drift, calibration behavior, and filtering requirements — all of which are core to sensor-based XR systems.
How do you approach debugging an electrical system that isn’t performing as expected?
I start by isolating the system into functional blocks — power, analog front-end, digital interface, firmware behavior — and characterize each independently. I compare real measurements to simulation or design intentions to identify where deviation begins. On the bench, I use tools like multimeters, oscilloscopes, and logic analyzers to measure test points, verify signal integrity, and check for issues like unstable op-amps, ground bounce, bad routing, or incorrect biasing. I also evaluate component tolerances and thermal effects, which I learned to account for working with aerospace-grade EEE parts.
Can you describe your PCB design experience?
I’ve supported PCB layout reviews, created schematics, and applied ECAD design rules for mixed-signal boards. I typically define constraints around impedance-controlled traces, ground separation for analog and digital domains, loop-area minimization, placement of decoupling capacitors, and power distribution topology. I’m also familiar with stack-up planning and DFM considerations, especially important in compact sensing systems.
How do you verify analog designs before sending them to fabrication?
I run simulations at multiple levels: DC operating point, AC analysis, transient behavior, noise, and Monte Carlo. I verify margins like gain, bandwidth, PSRR, CMRR, and stability (phase/gain margin). After simulations, I perform a schematic-level design review checking component derating, worst-case analysis, and proper EEE part selection. Once hardware arrives, I run a structured test plan comparing lab measurements to simulation until correlation is achieved.
Describe a time you integrated hardware and software together
I’ve worked on systems where firmware interacted with analog hardware, including ADC data acquisition, sensor calibration routines, and control loops. My job was to validate that the hardware delivered clean, stable, correctly scaled signals and that firmware correctly interpreted them. I collaborated with software teams on protocol debugging (I²C/SPI/UART), timing issues, and sensor-init sequences. This cross-discipline integration is very similar to SensXR’s hardware–software stack.
How do you ensure reliability in safety-critical or mission-critical hardware?
I follow a structured approach: correct EEE component selection, derating, thermal analysis, identifying single-point failures, and validating against environmental conditions. I document test procedures, review failure modes, and help drive root-cause analysis. I also maintain configuration control and traceability — habits built from working in aerospace and defense environments.
How do you handle rapid prototyping when requirements are still unclear?
I design flexible prototypes with accessible test points, adjustable bias networks, modular power paths, and jumper-selectable configurations. This allows the team to iterate quickly while gathering data to refine requirements. I also maintain clean documentation so design changes remain traceable and repeatable. XR systems evolve rapidly, and I’m comfortable working in that fast-iteration space.
What’s your experience with modeling and simulation tools?
I use SPICE-based tools for analog simulation and MATLAB/Python for signal processing analysis. I model sensor behavior, filter characteristics, noise sources, and dynamic system responses before translating them to hardware. These tools help me predict edge-case behavior, such as saturation, transient effects, or noise coupling, which is critical in XR sensing.
Why do you want to work specifically on SensXR technology?
SensXR blends precision sensing, real-time signal processing, and integrated hardware — all areas where I’ve already built strong experience. I’m excited about systems that push hardware limits in low-noise analog design, spatial sensing, and calibration. The role aligns with what I naturally gravitate toward: building and validating high-performance hardware systems that interact tightly with software. I also enjoy being hands-on in the lab, iterating quickly, and solving cross-discipline problems.
PCB Design Rules: General Layout
Minimize loop area for high-current or high-frequency paths
Place components in functional blocks
Keep traces as short as possible for analog-critical paths
PCB Design Rules: Grounding
Use a solid ground plane
Separate analog ground and digital ground; join at a single point
Avoid split planes under high-speed signal traces
PCB Design Rules: Power Delivery
Decoupling caps at every IC (as close as physically possible)
Bulk capacitor near power entry
Short, wide traces for power and ground
Separate noisy power rails (digital) from sensitive ones (analog)
PCB Design Rules: Signal Integrity
Maintain impedance matching for controlled-impedance traces
Keep differential pairs:
-length-matched
-tightly coupled
-consistent spacing
Avoid routing high-speed traces over plane splits
Keep analog traces away from digital clocks and switching signals
PCB Design Rules: Analog Design Rules
Guard rings around high-impedance nodes
Star grounding for sensitive sensors
Shield low-level analog traces with ground
Never route analog beneath switching regulators
PCB Design Rules: Thermal & EMI
Use thermal reliefs for large copper areas
Add stitching vias to contain EMI
Keep switching regulators isolated with dedicated ground areas
Add RC snubbers or ferrites when necessary
PDB Design Rules: Manufacturability
Follow minimum trace/space rules
Maintain clearances around connectors and mounting holes
Use consistent via types (don’t mix blind/buried unless necessary)
Ensure silkscreen is legible and not on pads
What is SPI
SPI is a full-duplex, master-slave protocol that uses separate MOSI/MISO lines and is best for high-speed communication like sensors or ADCs.
What is I2C
I²C is a two-wire, address-based bus. It allows many devices on the same lines, making it great for low-speed sensors and configuration interfaces
What is UART
UART is asynchronous serial communication using TX/RX. There’s no clock line — the devices agree on a baud rate. It’s commonly used for debugging or simple peripherals.
What is PSRR
Power Supply Rejection Ratio: PSRR is the ability of an amplifier to reject fluctuations on its power supply. High PSRR means power-rail noise does not feed into the output.
What is CMRR
Common Mode Rejection Ratio. CMRR rejects common-mode input noise, while PSRR rejects noise on the power supply. High CMRR is critical in differential sensor interfaces, and high PSRR is important whenever the supply rails aren’t perfectly clean
What is DFM
DFM means designing the PCB so it can be manufactured, assembled, soldered, and tested reliably and cost-effectively. The key factors include proper trace and spacing rules, correct via usage, IPC-compliant footprints, panelization, thermal considerations, adequate spacing for pick-and-place, consistent silkscreen, and adding test points for inspection