🖱️ I'm currently working on
Manufacturing AI & Automation Systems – Building ML-powered cost estimation models, RAG systems for technical documentation, and enterprise integrations for industrial operations at Van Dyk Recycling Solutions
👥 I'm looking to collaborate on
Open-source industrial automation projects, manufacturing intelligence tools, or ML applications for supply chain optimization and predictive maintenance systems
🤝 I'm looking for help with
Scaling ML models in production environments and best practices for deploying AI systems in manufacturing/industrial settings with real-time constraints
🌱 I'm currently learning
Advanced MLOps (model deployment, monitoring), LLM fine-tuning for domain-specific applications, and Industrial IoT integration patterns for smart manufacturing
💬 Ask me about

Manufacturing process optimization & Lean/TPM methodologies
Building RAG systems and ML pipelines with Python
CNC/PLC automation and predictive maintenance analytics
Backend development with Node.js/TypeScript and Azure cloud infrastructure
Bridging the gap between software engineering and manufacturing operations

⚡ Fun fact
I'm a "vibe coder" who thinks in systems and logic – I once reduced equipment downtime by 83% at Hero MotoCorp using nothing but Excel dashboards and data-driven insights before diving into full-stack ML development!