Tomo Hirata

Research note

Machine Learning Research & Evaluation

Data analysis, machine-learning experiments and evaluation during a research internship.

Research scope

Work included image and video analysis, time-series analysis, anomaly detection and natural-language processing. The emphasis was on experiments and evaluation.

What I contributed

  • Data analysis and model experiments using Python, TensorFlow and PyTorch.
  • Model evaluation and experimental documentation.

Stage of the work

This is earlier research and validation experience. It is not presented as a production deployment or a completed commercial product.