I am a Data Scientist in Japan with hands-on experience in Machine Learning, Deep Learning, Speech Processing, and LLM-based systems. I have worked on real-world projects involving healthcare data, speech recognition, text-to-speech systems, and AI-powered web applications. I mentor students and early professionals on Data Science fundamentals, project building, interview preparation, and transitioning from learning to industry-ready skills. My focus is always on practical implementation, clean problem-solving, and career clarity.