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Lou SpironelloLS
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Lou Spironello

@louspironello

AI engineer and data scientist at GeekThink, applying LLMs to evidence-based regulatory analysis.

Canada
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At GeekThink, where I work as a Computer Consultant, I apply systems engineering, data auditing, and AI-assisted analysis to regulatory and compliance frameworks. My source-linked reports have supported formal reviews by provincial ministries, municipal bodies, and professional regulatory colleges.

I use LLMs as traceable analytical tools to cross-reference legislation, bylaws, and institutional frameworks, map regulatory alignment, and identify process optimization opportunities. I validate findings through source-linked document analysis.

Earlier, as a Senior Systems Programmer at University of Western Ontario, I was responsible for campus routers and the terminal switch. As a Programmer Trainee at University Of Western Ontario - Social Science Computing Lab, I developed utility software for DEC VAX/VMS, created SPSS jobs for statistical analysis, and provided help desk support.

My foundation also includes software engineering and real-time data systems, including developing seismic and vibration monitoring software to protect critical infrastructure. I continue to build my skills in Generative AI, LLMOps, LangChain, Hugging Face, AI governance, and cloud-native ML, with an emphasis on technically sound and ethically robust solutions.

Experience

Work history, roles, and key accomplishments

GE
Current

Computer Consultant

GeekThink

Jan 1989 - Present (37 years 10 months)

Worked as Computer Consultant at GeekThink.

TL

System Integration Specialist, Novell & Unix

The London Public Library

Sep 1995 - Sep 1996 (1 year)

Worked as System Integration Specialist, Novell & Unix at The London Public Library.

UO

Senior Systems Programmer

University of Western Ontario

Jan 1982 - Jan 1989 (7 years)

Responsible for campus routers, terminal switch.

UL

Programmer Trainee

University Of Western Ontario - Social Science Computing Lab

Jan 1981 - Jan 1982 (1 year)

Developed utility software for DEC VAX/VMS. Created SPSS jobs for statistical analysis. Provided support on help desk.

Education

Degrees, certifications, and relevant coursework

RI

Rensselaer Polytechnic Institute

Network Management Workshop

LI

LinkedIn

NVIDIA Certified Associate Generative AI LLMs (NCA-GENL) Cert Prep

Sep 2026

LI

LinkedIn

Developing a Google Site Reliability Engineering (SRE) Culture by Google

Sep 2026

LI

LinkedIn

Agentic AI for Developers: Concepts and Application for Enterprises

Sep 2026

LI

LinkedIn

Practical Deep Agents: Implementing Autonomous Problem-Solving Loops

Oct 2026

LI

LinkedIn

Mastering the Updated LangChain Framework: Agents, Tools, and Modern Python Workflows

Oct 2026

LI

LinkedIn

Mastering AI-Assisted Development

Oct 2026

LI

LinkedIn

Learning_Path-Forward-Deployed Engineering

Oct 2026

LI

LinkedIn

Introduction to AI Orchestration with LangChain and LlamaIndex

Oct 2026

FC

Fanshawe College

1980 - 1981

WU

Western University

Computer Science

1979 - 1981

LI

LinkedIn

ISACA Advanced in AI Audit (AAIA) Cert Prep

Oct 2026

LI

LinkedIn

Generative NLP with Variational AutoEncoders

Oct 2026

LI

LinkedIn

Creating Agents with CrewAI

Oct 2026

LI

LinkedIn

How to Stay Competitive as AI Changes Work with Ethan Mollick

Oct 2026

LI

LinkedIn

Communicating with Executives

Oct 2026

LI

LinkedIn

Claude Code and Obsidian: Build an AI Second Brain

Oct 2026

LI

LinkedIn

Build Reusable AI Agent Skills

Oct 2026

LI

LinkedIn

ISACA Advanced in AI Risk (AAIR) Cert Prep

Oct 2026

LI

LinkedIn

AI Evaluations in n8n: Building High-Quality Outputs You Can Trust

Oct 2026

LI

LinkedIn

ISACA Advanced in AI Security Management (AAISM) Cert Prep

Oct 2026

LI

LinkedIn

Create a Team of Agents in 10 Minutes

Oct 2026

LI

LinkedIn

Build Multi‑Agent Systems with n8n: Orchestrating Reliable AI Workflows

Oct 2026

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