Electrical engineering Graduating 2028 · University of Toronto
Software automation, FPGA systems, embedded hardware, and applied machine learning.
Experience
Relay Financial
Fintech startupBuilt a secure Linux VM environment for unattended Cursor Cloud Agent integration testing. Used Datadog insights to cut CI usage by 6 node-hours per day and developer wait time by 5–7 hours per day. Raised payments-service coverage from 0% to 55% and cut regression runtime by 42% while scaling automation to 300+ tests.
Linux · Docker · Datadog · GitHub Actions · AWS · Cursor Cloud Agents · CI/CD · API/UI/Lambda automation
FNZ
FintechCut the retest backlog by 50%+ after finding 30+ platform bugs and validating 75+ fixes. Improved regression accuracy by 18% across 45+ Cypress tests and 10+ workflows, and wrote 6+ technical designs.
Cypress · JavaScript · SQL · RabbitMQ · API logs · Postman · Bloomberg · Morningstar · Technical design
University of Toronto
Engineering Career CentreAnalyzed 1,200+ survey responses and presented PEY Co-op recommendations to 15+ staff. Produced recruitment reports from 2,000+ student records.
Excel · Survey analysis · Recruitment reporting · Stakeholder presentation
A focused overview of my hardware, FPGA, embedded systems, electronics, and production engineering experience.
Capabilities
Production test systems, APIs, data, and delivery workflows.
LanguagesPython · TypeScript · JavaScript · SQL · C/C++ · RV32 assembly
Testing & deliveryPlaywright · Cypress · GitHub Actions · Docker · Bruno/Postman · AWS · Datadog
Web & dataNode.js · Express · React · PostgreSQL/MySQL
RTL pipelines, real-time I/O, and timing-aware integration.
HDL & platformsSystemVerilog · Verilog · Arty A7-100T · DE1-SoC
ToolchainVivado · Quartus · ModelSim
InterfacesVGA · PS/2 · Ethernet/UDP · CDC · XADC · fixed-point DSP
Firmware and hardware integration across connected devices.
PlatformsSTM32/Cortex-M4 · ESP32/ESP8266 · Arduino R3/UNO Q
PeripheralsI2C · UART · SPI · DAC/DMA · sensors · OLED
IntegrationWireless links · motor control · soldering · 3D-printed enclosures
Design, assembly, bring-up, and measurement.
DesignAltium Designer · KiCad · LTspice · MATLAB · SUE SoC · MMI MAX
BenchOscilloscope · DMM · waveform generator · automated validation
PracticePCB bring-up · Class-E RF · low-pass filters · soldering
Model training, image pipelines, and quantitative evaluation.
StackPyTorch · OpenCV · NumPy · Pandas · scikit-learn · torchvision · Matplotlib
WorkCNNs · computer vision · augmentation · benchmarking · visualization
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