Production infrastructure for high-stakes systems: Postgres migration safety (migrationpilot) · low-latency C++/FPGA market data · LLM/MCP tooling. B.Eng Comp
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Assessing your cultural and operational fit
National Bank of Canada — Capital Markets Technology
FPGA Developer
June 24, 2026 – Present
quorvec
June 12, 2026 – Present
Distributed vector database in Rust — HNSW shards, Raft metadata plane, tunable-quorum replication, measured failure behavior
View Projectmcpguard
June 12, 2026 – Present
Static analysis + audit proxy for MCP / agent toolchains — lint tool definitions, record/replay tool calls (building in public)
View Projectkvmux
June 12, 2026 – Present
Low-latency LLM inference gateway in C++20 — OpenAI-compatible streaming, KV-cache-aware routing, circuit-breaking failover (building in public)
View Projectmigrationpilot
February 12, 2026 – Present
Know exactly what your PostgreSQL migration will do to production — before you merge.
View ProjectAutomateIQ
February 10, 2026 – Present
AI-automation agency site: Next.js 16, React 19, n8n workflow library
View Projectfpga-itch5-parser
December 2, 2025 – Present
SystemVerilog NASDAQ ITCH 5.0 parser: pipelined FSM, deterministic 43-cycle latency, Verilator testbench
View Projectdpdk-itch5-feedhandler
December 2, 2025 – Present
Kernel-bypass NASDAQ ITCH 5.0 feed handler: DPDK, lock-free SPSC ring buffer, MoldUDP64 gap detection, zero-copy parsing (C++17)
View Projectcpp20-soa-orderbook
November 25, 2025 – Present
C++20 limit order book: SoA layout, two-level price-time index, zero-allocation hot path, Google Benchmark + P99 methodology
View ProjectUG1-Travel-Safe-COEN-424
October 20, 2025 – November 27, 2025
UG1-Travel-Safe-COEN-424 — repository
View ProjectCody_Stride-soen341projectF2023
September 14, 2023 – December 1, 2023
SOEN 341 Project, Fall 2023.
View ProjectCultural Fit Analysis
The candidate's project portfolio is diverse, spanning high-performance C++, Rust-based distributed systems, and web development (TypeScript/JavaScript). This breadth suggests adaptability and a willingness to explore different technical domains. The focus on personal projects, especially those with detailed technical descriptions, indicates strong self-motivation and a passion for engineering. The direct alignment of the 'fpga-itch5-parser' project and current employment with the target role of FPGA Developer is a significant positive for cultural fit within a specialized team.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a focus on performance, low-latency, and robust system design, which are critical for an FPGA Developer role. The 'building in public' note for 'kvmux' and 'mcpguard' indicates a proactive and transparent approach to development. However, without psychometric test results or interview data, a comprehensive assessment of soft skills and operational fit is not possible.