The AI Journey
A technical walkthrough of building intelligent systems — from fine-tuning YOLO models to orchestrating multi-agent knowledge graphs.
Senior AI Innovation Engineer
3Pillar Global
Orchestrating complex AI agent workflows using LangChain. Implementing intelligent routing between Claude 3 Opus and Sonnet models. Building deep semantic relationships using Neo4j knowledge graphs.
AI & Data Engineer
Black & McDonald
Developed a multimodal RAG pipeline leveraging Haystack. Integrated SAM2 to automate precision fiber-optic cable placement detection from site imagery.
Machine Learning Engineer
Intuitive AI
Edge AI deployment with YOLOv8 on NVIDIA Jetson. SAM2-assisted annotation workflows. Designed "Oscar Pocket," a mobile RAG assistant for real-time waste diversion.
Data Scientist
RBC Amplify
Selected for the prestigious Amplify program. Built an award-winning H2O AutoML solution to predict customer churn with high precision.
Software Engineer
Deloitte
Engineered robust CI/CD pipelines for large-scale FinTech applications. Backend stability, automated testing, and cloud infrastructure for high-availability systems.