I bridge the gap between Industrial Engineering and Advanced Data Science. With over 4 years of experience in the automotive industry, I focus on system optimization, intelligent production planning, and building scalable data-driven solutions.
Currently serving as the Head of Production Planning, I lead teams and strategies to optimize production flows. My career progression reflects a deep commitment to operational excellence:
- Head of Production Planning (1 Year): Leading strategic planning, KPI-driven management, and process systemization.
- Production Planning & Inventory Control Expert (1.5 Years): Focused on material flow, inventory optimization, and supply chain efficiency.
- Production Planning Specialist (1.5 Years): Built foundational expertise in production scheduling and manufacturing processes.
Domain Expertise:
- APQP (Advanced Product Quality Planning)
- Process Mapping & Optimization
- KPI & Performance Management
- System Design & Industrial Process Engineering
I specialize in translating complex real-world industrial challenges into algorithmic solutions.
- Graph Theory: Pathfinding & routing (A*, Dijkstra, Bellman-Ford, BFS, DFS).
- Optimization Algorithms: Meta-heuristics including Genetic Algorithms (GA) and Particle Swarm Optimization (PSO) for hyperparameter tuning and complex system optimization.
- Machine Learning: End-to-end pipelines from Exploratory Data Analysis (EDA) and preprocessing to model deployment.
- Deep Learning: Neural Network architecture and implementation, with a focus on Convolutional Neural Networks (CNNs).
- Python Ecosystem: Strong expertise in Pandas, NumPy, Matplotlib for data science.
- Web Development: Building interactive dashboards for industrial monitoring using Python, HTML, CSS, JavaScript, and Bootstrap.
- Mobile Development: Experienced in Java; proficient in Kotlin for mobile applications.
I am dedicated to Industry 4.0 principles, specifically:
- Applying Machine Learning to production demand forecasting.
- Using Graph Algorithms for logistics and facility layout optimization.
- Automating manual decision-making processes through intelligent software tools.
I am actively migrating my industrial projects to GitHub. My work showcases:
- Production Dashboards: Turning raw operational data into actionable management insights.
- Optimization Projects: Applying Python-based algorithms to solve real-world scheduling and routing problems.
- Web & Mobile Apps: Developing custom tools to support production control and reporting.
- GitHub: @rezajediyatmonfared
- Focus: Optimization | Production Analytics | Data Science
βI don't just manage systems; I optimize them through code and data.β