Akihiko Ishidera

- Developed real-time dashboards for industrial IoT sensor data (e.g. acceleration, temperature, audio) using Plotly Dash (Python). - Built machine learning models (LightGBM, ARIMA, Prophet) for anomaly detection and time series forecasting of motor behavior. - Translated operational insights into technical features and visualizations for clients. - Supported customer onboarding and provided training and documentation in English.

- Led defect reduction projects in manufacturing sites, achieving a drop in defect rate from 15% to 5% using machine learning (Random Forest). - Developed a real-time visualization tool for production line quality KPIs using Python and dashboard tools. - Conducted pricing optimization for tourist facilities based on sales analysis and simulation, resulting in ¥1.35M annual profit increase. - Received President’s Award and won 1st place in a national AI competition hosted by Japan’s Ministry of Economy.