advicehub
About my work

I specialize in deploying production-grade AI solutions that bridge the gap between complex physical engineering systems and autonomous software workflows. With a foundational background in engineering physics and materials science, my expertise centers on building robust LLM orchestration, hybrid retrieval pipelines, and intelligent agents tailored for highly regulated or highly technical industries.

My experience spans designing machine learning algorithms for aerospace payloads and automating test data validation, to architecting multi-agent systems that extract, validate, and structure complex data for enterprise operations. I focus heavily on reliability, pipeline instrumentation, and translating unstructured data into actionable, deterministic business intelligence.

Highlights
2
Roles held
Experience

Founder and CEO

Current

Agent Flux AI2023-01-05 – Present

• Development and integration of AI solutions for Canadian businesses in various industries
• Architected a document-processing platform for healthcare, transforming unstructured data into validated database objects
• Engineered an end-to-end agentic lead qualification system for the insurance sector, automating CRM entry and scheduling
through vocal AI agents, increasing call transfer and booking ratios
• Delivered a sales communication analysis and playbook optimization tool for digital marketing agency
• Delivered a supply chain monitoring and risk assessment tool for a startup

AI engineer

Emerge Haus2024-12-10 – 2025-05-02

• Analyze and validate test data of a L-band frequency geostationary repeater with electrical ground support equipment
• Develop a software tool to interface with Keysight data acquisition hardware
• Implement software automations to validate test data for frequency translation, group delay and transmitter bandwidth that
reduced manual labor time by 30%
• Add data visualisation functionalities to a test data compare tool facilitating quicker decision-making