Patrick Colm Audley
Patrick
Audley
paudley
Full Spectrum Technologist
Digital Alchemist
全栈技术专家
欧德理
帕特里克·奥德利
Hacker · Full-Spectrum Technologist · Polymath
Hacker · Technologue tous azimuts · Polymathe
Hacker · 全栈技术专家 · 博学者
image/avif
Place Vendôme, Paris
VE7 XBC
Principal
首席顾问
He/him/his, one, xe/xir
加拿大
ORCID
Wikidata
Machine Learning Security Operations (MLSecOps)
Integration
Architecture
STL Metaprogramming
Google Scholar citations
Email general inquiries
Call by telephone
Read LLMs.txt for agent ingestion
text/plain
Read JSON-LD structured data graph
application/ld+json
112 Westbourne Rd.
Spruce Grove
T7X 1R6
GPS Raghava
Geoffrey J Barton
Stephen MJ Searle
Jonathan D Barber
Mei Nagappan
Globally Aware Authentication System
一种将位置、设备、行为及时序信号融合为单次访问风险评分的认证系统。早于当今大多数“自适应认证”与“持续认证”框架；其核心理念已成为零信任架构之主流。
System and method for user polling over a network
网络媒体上的投票与意见收集——跨异构渠道征集、归因及汇总用户投票的方法。专利审查中（USPTO）。
Emergent Knowledge Graphs from High-Order Semantic Spaces
Working paper · Blackcat Informatics Inc. (2025)
application/pdf
Patrick C Audley
一种可复现、从第一性原理出发之方法，用以发现高阶语义向量空间中涌现之知识图谱关系。融合流形学习、谱分析与残差分解，从嵌入式文本语料中提取非线性概念结构——生成可解释之图谱、基于余弦之相似度度量，以及适用于自动化本体构建之标注语义关系。实现代码见 nonlinear-semantic-graphs 仓库。
Evaluating Usability and Security: All Ages
CHI 2007 — Workshop on Usability and Security
关于测试方法论之立场文件，旨在揭示横跨全年龄段用户——自儿童至长者——之安全性与可用性问题，而非仅依赖惯常之青年成人便利样本。论证年龄分层之用户研究可发现单一群体研究所完全遗漏之安全失败模式。
OXBench: A benchmark for evaluation of protein multiple sequence alignment accuracy
BMC Bioinformatics 4:47 (2003)
两条或多条蛋白质序列之比对，为蛋白质结构预测及关键功能残基之鉴定提供强有力之指引，然而任何预测之效用完全取决于比对之精确度。本文描述一套源自蛋白质三维结构比较之参考比对集，配以评估指标与软件，可对自动生成之比对进行基准测试。我们以 AMPS 多重比对方法生成之比对测试 OXBench 基准套件，继而将该套件应用于八种不同多重比对算法之比较。此基准展示了比对精确度之当前最先进水平，并为评判新型比对算法提供基线。
coding-ethos
Policy-as-code enforcement for AI coding agents. MCP server + CEL policies + git hooks + SARIF + static-analysis guardrails so an autonomous agent can't ship code that fails your team's standards.
MIT
ai-notes
Working notebook for local-model experimentation, ML papers worth tracking, and small reusable bits of inference plumbing. Public so the notes serve as their own changelog.
Shell
core_data
Docker-managed PostgreSQL setup for local development — opinionated defaults, sensible volume layout, ready in one command. Built because every project re-litigates this.
nonlinear-semantic-graphs
Discovering emergent knowledge-graph relations in high-order semantic vector spaces — manifold learning + spectral analysis applied to LLM embeddings to surface relations that aren't explicit in the source corpus.
Python
pyqa_lint
Opinionated quality-assurance harness for Python projects. A Typer-based CLI that bundled ruff, mypy, pytest-coverage, security scanners, and dependency audits behind one verb. Superseded by coding-ethos, which generalises the same idea to multi-language policy-as-code.
git-ai-reporter
Git-driven LLM analysis. Watched your commit history and kept CHANGELOG / NEWS files current automatically. Superseded by the broader policy-as-code approach in coding-ethos.
lru_cache
Fast, thread-safe Least-Recently-Used cache as a C++ template, with a comprehensive unit-test suite. First written in 2004 and still useful — the kind of small library that just needs to work.
C++
GPL-2.0
Golang error-handling extensions with structured-error support. Stack-traceable, wrappable, JSON-serialisable.
colorout
Golang colour wrappers for prettifying spew dump output. Tiny utility; surprisingly handy.
tsmdailyreport
TSM Daily Report for IBM Tivoli Storage Manager. Now archive — kept for historical reference; TSM is no longer the right tool for the job.
Perl
ar-ramblings
A long-form walk through the Active Record pattern using PHP — written when ORM design was still a contested topic. Archive value as a teaching artefact.
PHP
创始人兼首席管理顾问
管理咨询 · 兼职首席技术官
Blackcat Informatics® Inc.
首席技术官后备兼高级开发者
垂直SaaS · 现场服务平台
Karve Information Technology Ltd.
首席研究员
人工智能 · 数据智能
Axes
兼职首席技术官
兽医AI · 临床工作流自动化
FydoDx (Biocode AI)
高级开发者
Go咨询 · 培训与知识传授
Ardan Labs
公园委员会候选人
公民参与 · 温哥华政治
TEAM for a Livable Vancouver
首席技术官
影响力投资 · ESG数据
ESG Analytics
总裁、首席运营官兼首席财务官
金融科技 · 受监管资本市场 · 代币化
ABT Capital Markets Inc.
技术顾问委员会委员
生物风投顾问
Calyx Bio-Ventures Inc.
地理空间情报 · 卫星影像分析
Tanka Technologies Inc.
社交营销 · 品牌互动平台
Strutta
代理首席技术官（临时）
公民科技 · 基于位置的咨询
PlaceSpeak Inc.
技术总监
云平台 · 上市孵化器
Mobio Technologies Inc.
首席架构师兼工程副总裁
精益初创云 · 支付
集成架构师
企业集成
Dominion Enterprises
医学教育软件
one45 Software
技术副总裁
众包平台
Chaordix
黑客——安全与代码重构
VOIP · 代码库审计
Galaxy Telecom
创始人兼首席技术官
认知生物识别 · 自适应认证
Cogneto Development Inc.
高级软件架构师
ICAP · 行内网页修改
Adzilla New Media
高性能计算主管
计算生物学 · 学术高性能计算
University of Dundee
高级电子商务架构师——PKI 与密码学
竞争性本地电信 · 创始团队安全
GT Group Telecom
系统管理员 / 管理信息系统
ISP基础设施
Axion Internet Inc.
加拿大皇家骑警可靠性审查
SecurityClearance
Royal Canadian Mounted Police
有效
可应要求申请更高级别之安全许可。
Edmonton, AB, 加拿大
Edmonton
Sherwood Park, AB, 加拿大
Sherwood Park
Calgary, AB, 加拿大
Calgary
Dundee, 苏格兰, 英国
Dundee
Scotland
Huntsville, 阿拉巴马州, 美国
Huntsville
Alabama
Vancouver, BC, 加拿大
Vancouver
Spruce Grove, AB, 加拿大
Resident: current
School of Hard Knocks (Internet Edition)
前互联网时代之BBS社群；运营数个电子公告板，与今日所谓微型初创企业协作，凡事皆可折腾。此乃真正受用之教育。
English
Native
French
Professional working proficiency
Mandarin
Learning
Danny Wood
Chief Product Officer, Tilt
A wide range of abilities and talents combined with strong leadership and coaching capabilities make Patrick a fantastic CTO. He is an essential part of our team at Strutta, and we are never worried about critical development operations considerations thanks to his presence. Additionally, Patrick is always enjoyable to work with and uses his excellent people skills to motivate teams and ensure the best result.
Manu Kapoor
Senior Frontend Engineer, Rival Technologies
Patrick has an unparalleled sense of pragmatism when it comes to making software architecture choices. He possesses an encyclopedic knowledge of zero-day exploits and general security concerns. I've been grateful for his DevOps skills countless times in the past. It has been an educational experience working with him for the past three years.
Sabrina Gould
Data Entry Clerk, Maxwell Geo Services
Patrick was wonderful to work for: he was informative, his directions were clear, his communication was top-notch and his correspondence was always delivered in a timely fashion. I would definitely work with Patrick again.
Michael Chiang
Senior Data Scientist, Workday
Patrick is a combination of an impressive body of knowledge, hobbyist-like interest in technology, and acute business sense. He regularly found robust solutions to enhance Mobio's cloud platform, whilst keeping a keen eye on the ever-shifting business landscape of a fast-paced start-up. As a leader, he was always well-informed, enthusiastic, astute in giving advice, and was most respectful and encouraging. I enjoyed and learned much from working with Patrick, and strongly believe that he would add tremendous value to any team.
Randy Corke
Marketing, The Dinner Daily
Patrick is a what I call a "visionary technologist" who sees the possibilities, not the reasons things can't be done. His rare combination of deep knowledge of a wide array of technologies, hands on technical expertise, and the ability to manage a team put it all together put him in a small class indeed. Add to that the ability to explain things in a way that laymen can understand which makes him incredibly valuable in a discussion with clients or prospects, and you can understand why I enjoyed working with him and recommend him highly.
Galya Westler
Product Specialist & CEO, Plazus Technologies Inc.
Patrick and I worked on mutual projects and he has been one of the fastest most reliable Integration Architects I have worked with providing smart solutions. Patrick's professionalism, great business sense and high technical skills make him lovable and highly respected among peers and managers and his talent is missed in Dominion. I hope that we'll have an opportunity to work together again in the future.
Lance Bryant
Senior Developer, Neo Financial
Patrick was always willing to help with technical concerns and supported his staff all the way to production!
Lindsey McEwan
Hands-on Creative Marketing Manager (Freelance)
I have known Patrick for many years. I have had the opportunity to work with him on a project on one occasion. Like me, Patrick is a self starter with a keen eye for solutions. He is one of those brilliant lights and every company should have one.
Bruce Sanderson
CEO, DocVM
Patrick was an invaluable asset to Galaxy and helped provided significant advancements for the company.
Michael Vay Lee
Director Software Engineering, Article
Patrick is truly one of a kind. Behind the pirate-meets-cowboy façade, lay a truly exceptional technical architect. His experience and more importantly, vision, empowered the development team to build cutting-edge software. It was a pleasure to work for Patrick.
何谓认知生物识别？
PT30M30S
TechTarget / WhatIs.com
您可知何谓"passthought"？我等亦不知——直至录制此期节目方得其解。为以一记重响迎接新年，WhatIs.com 之 Tech Buzzwords 播客聚焦认知生物识别——一个在金融身份验证及更广泛领域中蓬勃兴起之新锐学科。为深入探究"认知计量学"，助理编辑 Alex Howard 采访了前沿风险自适应认证提供商 Cogneto 之首席技术官 Patrick Audley。
cognitive-biometric
adaptive-authentication
behavioural-biometrics
passthought
cognometrics
audio/mpeg
Tech Buzzwords from WhatIs.com
何谓 FFIEC 合规？
PT12M23S
本期 WhatIs.com 播客将带您了解 FFIEC 在网络钓鱼等新型在线威胁背景下推动银行业务实践现代化之努力。助理编辑 Alex Howard 采访了风险自适应认证提供商 Cogneto 之首席技术官 Patrick Audley。所涉议题：FFIEC 建议之实施如何改变客户的银行使用方式；单因素与多因素身份验证之别；指纹、虹膜扫描或语音识别系统是否满足 FFIEC 指引要求；动态报告如何降低欺诈发生率及何为实时风险分析；不合规之惩罚；以及钓鱼攻击中资金被窃之主要环节。
ffiec
compliance
fintech-regulation
multi-factor-authentication
phishing
real-time-risk-analysis
Tech Buzzwords of the Week
工程准则当为可执行之策略，非幻灯片中之陈年旧梦
Reddit (r/GeminiCLI) original
ai-agents
policy-as-code
mcp
static-analysis
If your team's standards live in a slide deck, your AI agents will violate them. coding-ethos compiles one YAML file into linter configs, git hooks, agent prompts, and an MCP server so the rules cannot drift between human and machine readers.
标准 Graph Neural Networks 须借曲率语义流形方可致远
LinkedIn original
topological-data-analysis
graph-neural-networks
manifold-learning
knowledge-representation
Standard GNNs are structurally constrained when mapping complex text attribution; linear aggregation in flat Euclidean space inevitably forces semantic drift. Looking to connect with researchers in TDA, geometric deep learning, and spectral graph theory.
Notes — Patrick Colm Audley
Working notes, position pieces, and short essays. Cross-posted from various platforms.
application/atom+xml
Atom 1.0 feed
text/markdown
Markdown corpus
Patrick Colm Audley — areas of expertise
Computer Science
Informatique
计算机科学
Mathematics
Mathématiques
数学
Semantic Web
Web sémantique
语义网
High Performance Computing
Calcul haute performance
高性能计算
Cloud Computing
Informatique en nuage
云计算
Bioinformatics
Bioinformatique
生物信息学
Machine Learning
Apprentissage automatique
机器学习
Artificial Intelligence
Intelligence artificielle
人工智能
Cryptography
Cryptographie
密码学
Information Security
Sécurité de l'information
信息安全
Large Language Models
Grands modèles de langage
大型语言模型
Generative AI
IA générative
生成式AI
Intelligent Agents (Agentic AI)
Agents intelligents (IA agentique)
智能体（Agent AI）
Manifold Learning
Apprentissage de variétés
流形学习
Semantic Analysis
Analyse sémantique
语义分析
Topological Data Analysis
Analyse topologique des données
拓扑数据分析
Spectral Graph Theory
Théorie spectrale des graphes
谱图理论
Linked Data
Données liées
关联数据
Knowledge Graph
Graphe de connaissances
知识图谱
Ontology Engineering
Ingénierie des ontologies
本体工程
Public Key Infrastructure
Infrastructure à clés publiques
公钥基础设施
Biometric Authentication
Authentification biométrique
生物特征认证
Satellite Imagery
Imagerie satellitaire
卫星影像
Geomatics
Géomatique
地理信息科学
PostgreSQL
Go (programming language)
Go (langage de programmation)
Go（编程语言）
Python (programming language)
Python (langage de programmation)
Python（编程语言）
C++ (programming language)
C++ (langage de programmation)
C++（编程语言）
Management Consulting
Conseil en management
管理咨询
Fractional CTO
Directeur technique à temps partagé
兼职CTO
Solution Architecture
Architecture de solutions
解决方案架构
Startup Execution
Exécution de startup
初创企业执行
Software Architecture
Data Science
Spatial Analysis
Agile Methodologies
Software Development
Databases
Start-ups
Web Applications
Unix
Linux
E-commerce
Security
Mobile Applications
MySQL
SaaS
Software Design
Subversion
Mobile Devices
Amazon Web Services (AWS)
Web Development
Scalability
Apache
Software Engineering
OOP
Product Development
Entrepreneurship
Network Security
Web Services
AJAX
Scrum
LAMP
Android
Managed Services
Data Center
PKI
REST
Program Management
Security Management
Open Source
Cryptocurrency
Ruby
JavaScript
jQuery
XML
Canadian Artificial Intelligence Association (CAIAC)
About
The Arts
Odd Numbered Productions Inc.
Arts vehicle for work at the intersection of AI, sensor data, and cryptographic art.
patrickaudley.com static site generator
Go html/template + jampack post-processing pipeline.