Xian Yang Tee

Case study · Photonic wafer test · 2023 – now

An automated photonic wafer prober, from first specification to production.

RoleEngineering lead, then head of technology ProductAutomated wafer prober for edge-coupled photonic integrated circuits OutcomeCustomer-qualified systems in production · 6 pending patent applications

Part 1 of 4

The problem

Testing photonic chips on the wafer, at production speed, without drift.

What this shows: I understand the problem before I build anything.

1.1 · The test problem

Light on a wafer, aligned to the micron, thousands of times.

Photonic chips are tested on the wafer, before dicing, so that faulty dies are caught before the costly steps of dicing and packaging. Light has to be coupled into each device and back out through optical fibres held within microns of its input and output ports.

On edge-coupled chips those ports sit in the side walls of trenches etched into the wafer. Every die needs a fibre array lowered into its trench, aligned in position and angle, measured and moved on, thousands of times across a wafer without drifting, on a production line that runs around the clock. A few established equipment makers dominate this market.

  • Accessedge couplers inside etched trenches
  • Alignmentmicron-level, in position and angle
  • Coverageevery die, across the wafer
  • BandsO-band and C-band
  • Dutyproduction, around the clock

Part 2 of 4

The device under test

Photonic integrated circuits on an undiced wafer, and the optics that decides how a measurement can go wrong.

What this shows: I understand the physics of what I test, so I know what a real signal looks like, and what can fake one.

2.1 · The device under test

Photonic integrated circuits, and why they are hard to measure.

A photonic integrated circuit routes light through waveguides on a chip. Light gets in and out through couplers: grating couplers on the surface, or edge couplers at the chip facet, which on an undiced wafer face the wall of an etched trench. The devices I characterised span the main families, from passive couplers and splitters to interferometers, ring resonators, modulators, demultiplexers and photodiodes.

Their physics decides how a measurement can go wrong:

  • Mode overlap. Coupled power depends on how well the fibre’s optical mode overlaps the waveguide’s. A small misalignment, or a mismatch in mode size, changes the reading without any change in the device.
  • Reflections. Facets and fibre ends form Fabry–Pérot cavities that add a wavelength ripple, easy to mistake for the device’s own response.
  • Wavelength. Rings, MZIs and demultiplexers are defined by wavelength, so any offset between the laser and the power meter shifts the result.
  • Temperature. Photonic devices drift with temperature, so the wafer sits on a thermal chuck.

Knowing these effects is what lets me tell a device problem from a test problem.

  • Coupling & waveguidesgrating, edge couplers, loopbacks
  • Power divisionMMIs, directional couplers
  • InterferenceMZIs, ring resonators
  • ModulationMZMs, tuned structures
  • Wavelengthdemultiplexers
  • Detectionphotodiodes, PD-integrated PICs
  • ReceiversTIA receivers, RF modulator probing

Part 3 of 4

The test & measurement system I built

An automated wafer prober: architecture, calibration, measurement and control software.

What this shows: I build the test system myself, so when a result looks wrong I can tell a tester problem from a device problem.

3.1 · Architecture

Turning a test need into a machine.

I started from what customers needed to measure: wafer coverage, where each device's ports sit, the coupling geometry and the measurement sequence. I turned those into specifications for each subsystem, then chose components against measurement needs, mechanical fit, software control and availability.

Motion. I selected and integrated linear-motor wafer stages and multi-axis fibre positioners, with requirements for travel, feedback, repeatability, angular adjustment and compatibility with the thermal chuck. I also investigated jitter, homing and drift after power loss.

Optics and imaging. I sized microscope objectives, tube optics and cameras from sensor dimensions and magnification, trading resolution against working distance, field of view and illumination.

Fibre arrays. I turned chip layouts into fibre-array designs: channel arrangement, pitch and approach angle. Some chips had bonded electronics in the way, so I specified recessed arrays and anti-reflection-treated facets, then refined the designs with suppliers using customer test results.

Wafer prober subsystems A wafer on a thermal chuck and linear-motor stage, with a fibre array and electrical probe above it, a top camera, instruments, and the control software coordinating them. Linear-motor wafer stage · thermal chuck PIC wafer Fibre array Electrical probe Camera Lasers · meters SMUs · switch Control software
The subsystems I specified and integrated. The control software coordinates all of them.

3.2 · Calibration

Finding every port, on every die, every time.

A wafer never sits exactly where the design file says it should. It's offset, rotated, slightly warped and expands with temperature. I developed the methods that find each port anyway:

  • port coordinates extracted from the chip design (GDS) and mapped from each die's local frame to the wafer
  • skew correction and pivot calibration, so the fibre can rotate without the probe tip moving
  • optical signal search and numerical optimisation to peak the coupling
  • autofocus, wafer flatness (Z) mapping and image-based XY error mapping
  • fibre-to-fibre and coupling-reference calibration
Fibre array inserted into an edge-coupling trench Side view of a PIC wafer with an etched trench. A fibre array is lowered into the trench so its fibres face the waveguide's edge coupler at the trench wall. WAVEGUIDE PIC wafer TRENCH Fibre array INSERT IN Z GAP ANGLE
Edge coupling: the fibre array goes into an etched trench and faces the waveguide at the trench wall. Position, angle and gap all have to be calibrated.

Six pending patent applications, with me as inventor, cover:

  • 10202601942YZ-flatness mapping and testing methods for photonic integrated circuit wafer, device, and medium
  • 10202501545XMethod, system, medium, and device for inserting fiber array unit into the edge-coupling trench of a photonic integrated circuit (PIC) wafer
  • 10202501544YMethod, system, device, and medium for FAU angle calibration in photonic integrated circuit testing
  • 10202500586RMethod and apparatus for determining rotation center point in optical fiber moving process, device and medium
  • 10202500585VWafer position calibration method and apparatus, readable storage medium and device
  • 10202500584SExpansion offset calibration method and apparatus, readable storage medium and device

3.3 · Measurement

Making customers trust the numbers.

I led O-band and C-band characterisation across the main families of photonic devices, using tunable lasers, optical power meters, source-measure units, and optical and electrical probes. Test development extended to transimpedance-amplifier receivers and RF probing of modulators with a vector network analyser.

The hardest question was why the same device measured differently on the wafer than as a single die. I separated the causes:

  • Fabry–Pérot interference
  • mode-field mismatch between fibre and waveguide
  • wavelength offsets from instrument triggering and clock differences

After correcting for them, I built correlations, with stated prediction uncertainty, that let wafer results estimate single-die performance.

For production repeatability I added alignment checks with conditional realignment, settling and averaging controls, and standardised electrical-probe calibration.

3.4 · Software

Control software built for production.

The control platform is written in C#/.NET with WPF and OpenCV. I set its architecture around modular drivers that keep supplier-specific hardware separate from reusable test workflows, so the same test logic runs on different hardware configurations. I stay hands-on in its development. What it does:

  • Factory integration: SECS/GEM, implemented from the HSMS layer up, with equipment states, alarms and reconnection
  • Hardware support: drivers for source-measure units, optical power meters, an electrical switch matrix, camera positioners and a DAQ with a pressure sensor
  • Calibration and vision: separate wafer and camera calibration, orthogonality correction, and die-map navigation
  • Production reliability: automatic stage and database recovery, long-run stability, a vacuum interlock and traceable motion logs
  • Test execution: recipes with versioned sequences recorded on every run, progress estimates, configurable pass/fail analysis, and STIF wafer-map export

Alongside it, I built a Python framework for organising and analysing wafer-test data. It covers spectra, split ratios, ring and MZI responses, photodiode I-V and responsivity, statistics, outlier screening and wafer maps, from wafer level down to each channel.

Part 4 of 4

The results

Customer-qualified systems, taken from demonstration to production.

What this shows: I deliver: results that hold up, and an outcome someone can use.

4.1 · Results at a glance

What came out of it.

The measure of a test system is whether customers trust its numbers enough to buy it and run their production on it. They did.

  • Adoptiondemo → single die → wafer evaluation → purchase
  • Productionrunning on customer lines around the clock
  • Patentssix pending Singapore applications, as inventor
  • Measurement trustwafer-to-die correlation with stated uncertainty
  • Deliverydatasheet, installation, commissioning, acceptance

4.2 · Delivery

From the lab to the customer's production line.

I wrote the equipment datasheet and system specifications, then installed and commissioned the systems at customer sites and took them through site acceptance into production. When something failed, in hardware, optics or software, I led the troubleshooting to root cause.

Before that, I took customers from live demonstrations to single-die sample tests to wafer-level evaluation, reviewing results with them and retesting when something didn't add up. What they found went straight back into the fibre arrays, calibration, alignment and software. Competing against established equipment makers with a small team, I built first what proved value to customers.

I also recruit and develop engineers, and work with international suppliers of motion, optics, probes and fibre arrays.

Why it matters to you

What this work says about how I'd work for you.

I lead the whole system

I've led optics, motion, electronics, software and analysis as one system, and I'm accountable when they have to work together.

I get to production quality

Recovery logic, memory stability and interlocks are what keep a tool running 24/7 after a good demo.

I separate device from setup

Before blaming the device, I check the measurement itself, with physical models and controlled retests.

I deliver in the field

I've taken a system from specification through installation to customer acceptance, and kept technical promises honest along the way.