
Commerce Services
Event-driven e-commerce backend using Saga + OCC; chaos tests show ~40% fewer deadlocks under fault injection.
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Software Engineer & ML Enthusiast | Product Manager
Full-stack engineer bridging distributed infrastructure and high-performance machine learning. Building systems that are resilient at scale and optimized for latency.

MSCS (AI/ML)
Northeastern
About
Full-stack engineer who builds end-to-end: React interfaces, Python/Java services, and the infrastructure underneath. Distributed consistency through Saga patterns and optimistic concurrency control. High-performance ML with quantization and shared-memory IPC to hit sub-50ms deadlines.
My work spans Backend Engineering, ML Infrastructure, and Quantitative Systems. Microservices, search systems, model serving, real-time pipelines, and the dashboards that make them usable. Designing for failure with circuit breakers, backpressure, and idempotency. Systems that adapt, flow, and simply work.
Core Expertise
Capabilities
Tools I wield to build resilient, high-performance systems.
Languages
Backend & Systems
Infrastructure
AI & Math
Engineering Focus
Distributed Consistency
Saga, OCC
High-Performance ML
INT8, ONNX
Algorithmic Systems
Bandits, MC
Reliability
Circuit Breakers
Selected Work
Concrete grey base, cloud-dancer surfaces, and a calmer grid. Hover for more detail or load a few more tiles when you want to dig deeper.

Event-driven e-commerce backend using Saga + OCC; chaos tests show ~40% fewer deadlocks under fault injection.

React Native SDK with native Swift/Kotlin modules for biometrics and doc capture; TypeScript API with realtime emitters.
AI
Deadline-aware router that flips FP32/INT8 based on CPU pressure; maintains sub-50ms p99 for 500+ users under stress.
EC
Low-latency algo trading engine using lock-free ring buffers and contextual bandits (LinUCB); walk-forward on market data.
Experience
Sep 2025 - Present
Vancouver, Canada
ICBC - Insurance Corporation of British Columbia
Mar 2025 - Jun 2025
Vancouver, Canada
Northeastern University - Mixed Reality Lab
Sep 2024 - Dec 2024
Vancouver, BC
Northeastern University
May 2024 - Aug 2024
Boston, MA
Thermo Fisher Scientific
Jan 2023 - Jul 2023
Vancouver, BC
Felix Payment Systems
Recognition
Built a Snapdragon-powered navigation assistant that fused YOLOv8 vision with on-device speech guidance, offloading inference to DSP/NPU accelerators to achieve ~40ms latency.
Designed a market-making strategy using Monte Carlo simulations and risk-aware inventory management, outperforming baseline agents in a volatile simulated exchange.