Bridging the gap between cutting-edge Generative AI and enterprise-grade Security. I build systems that scale, secure data, and drive real business value.
root@westerlund:~/skills$ cat core_competencies.txt
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The Challenge: The client needed to extract insights from sensitive corporate data using natural language, but moving this data to a public cloud was a strict compliance risk.
The Solution: I architected and delivered a completely local, privacy-first AI environment. By engineering lightning-fast local data pipelines, the system analyzes raw data files directly from disk in sub-seconds. Paired with a localized Generative AI model and a rapid UI, the client can now securely "chat" with their data.
Continuous R&D integrating local LLMs into real-world business workflows.
A Python-based multi-agent system simulating an advisory board. Specialized local AI models collaborate to provide strategic sparring and decision-support for executive challenges.
A privacy-first customer service chatbot that autonomously engages users, qualifies leads, and pushes structured data directly into CRM systems via secure API integrations.
An automation engine leveraging the Gmail API and local LLMs to securely parse, categorize, and archive incoming communications without exposing email content to third-party APIs.
Delivering secure, high-performance AI architecture and technology consultancy for enterprise clients.
Steering technical strategy at the intersection of Cybersecurity and Cloud Governance.
Executive Technical Leadership focused on Security Posture and Operational Resilience.
Over a decade of deep, hands-on engineering experience prior to executive roles. Acted as a Web Development Team Leader, Mobile Software Engineer, and Network Architect across companies like Activeark, Digia, and Suomi24. Optimized code and databases to handle massive concurrent user traffic.