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Production infrastructure for high-stakes systems: Postgres migration safety (migrationpilot) · low-latency C++/FPGA market data · LLM/MCP tooling. B.Eng Comp
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
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.