- 🖱️ 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, and ML applications across supply chain optimization and predictive maintenance.
- 🤝 I'm looking for help with: Scaling ML models in production environments and establishing best practices for deploying robust AI systems in manufacturing settings under real-time constraints.
- 🌱 I'm currently learning: Advanced MLOps (model deployment and 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 consider myself a "vibe coder" who thinks in systems and logic. Before diving into full-stack ML development, I once reduced equipment downtime by 83% at Hero MotoCorp using nothing but Excel dashboards and data-driven insights!
