Haruka Inoba

- Designed and implemented ELT pipeline for a web-based dashboard - Worked on more than 10K entries of time series data - Optimized SQL queries to retrieve data faster - Implemented modules to calculate KPIs - Created comprehensive documentation

- Worked on the small size of SQL data about the ancient Roman history - Designed and developed the ELT process to analyze the data in the Kibana dashboard and Neo4j (a graph database management system) - Visualized the data to provide insight and trends to researchers

Small ML projects: - Saliency prediction Team project: - Empirical Research between Trustworthiness and robot's Voice in Human-computer interaction Master's thesis: - Compensation for Imbalanced In-the-wild Emotional Speech Dataset for Emotional Speech Synthesis - Implemented a network applying the data augmentation technique and Integrated the trained network into the Emotional Speech Synthesis model (Generative AI) -Conducted experiments, and analyzed results to derive key insights

Bachelor’s thesis: - Extraction of Car Interior Acoustic Features Related to Auditory Impression Using Artificial Intelligence - Role: Collecting results through experimental runs, analyzing and reporting findings to supervisors and researchers at the collaborating company, - Technologies used: MATLAB, machine learning techniques, and various preprocessing methods for data processing and analysis