Hi, I’m Yahya
I am a Data Engineer, Mechatronics Engineer, and AI Builder working at the intersection of machines, data, and intelligence.
My work focuses on turning raw factory signals into smart analytics, AI Agent, and automated decision-making systems.
I combine industrial engineering, software engineering, and machine intelligence to build end-to-end solutions that improve OEE, maintenance, performance, and production planning.
🔭 I’m currently working on
• Building a full Smart Factory Lakehouse (Databricks)
• Real-time ingestion for CNC cells
• An AI knowledge-base chatbot with RAG , MCP , tool actions, and role-based access
• OEE dashboards and alarm analytics powered by CNC telemetry
• Predictive maintenance features using time-series and machine-behavior data
👯 I’m looking to collaborate on
• AI for engineers and production teams
• Machine-data analytics, IIoT ingestion, and Industry 4.0 tools
• Mechatronics projects combining control systems, AI, and data engineering
🤝 I’m looking for help with
• LLMOps and AI agent deployment best practices
• Scaling industrial ingestion pipelines at low cost
• Designing robust hybrid OT/IT architectures
🌱 I’m currently learning
• Advanced Spark optimization and Delta Live Tables
• LLM evaluation, retrieval tuning, and multi-agent systems
• PLC logic, motion control, and detailed CNC behavior mapping
💬 Ask me about
Data Engineering:
• Databricks Lakehouse, Delta Tables, PySpark
• ETL/ELT pipelines (batch and streaming)
• Azure Data Factory, Functions, Storage, Synapse
• SQL Server integration and industrial data modeling
• Power BI analytics for factory KPIs
Mechatronics & Industrial Engineering:
• CNC machines, MTConnect protocol
• Sensors, actuators, servo systems, electromechanics
• Industrial networking (Ethernet/IP, OPC UA, IPC connectivity)
• Robotics workflow, machine cycles, tooling, operations
• Troubleshooting mechatronic systems using data
Artificial Intelligence:
• LLMs, RAG, vector databases
• AI agents with tool calling and workflow orchestration
• AI for engineering and operations
• Prompt engineering and knowledge-base design
• Machine-learning basics for predictive maintenance
⚡ Fun fact
I enjoy turning machines into data-producing systems, and data into AI systems that talk, reason, and automate decisions.