I am a data science student interested in building practical data and AI systems that support human health, behaviour, and better decision-making.
My long-term goal is to connect data science, machine learning, and user-centred product development to solve real-world problems.
- Develop and evaluate AI agents
- Analyse health and wearable data
- Build machine learning and reinforcement-learning models
- Create interactive dashboards and browser-based tools
- Translate data and research into practical applications
| Project | What it demonstrates |
|---|---|
| WALTER | Browser-based HRV analysis tool developed during my placement at Leeds Trinity University |
| Personality-aware JITAI with RL | Undergraduate research using reinforcement learning to optimise behaviour-change interventions |
| UK Tourist Dashboard | Streamlit dashboard turning tourism data into business insights |
| Organisation | Role | Experience |
|---|---|---|
| Archive Square | Data Scientist | Operations-efficiency projects: building and improving generative-AI applications and workflows, improving answer accuracy with RAG and prompt engineering, and evaluating answer quality with a 100-question evaluation set. Tech: Dify, RAG, LLM, prompt engineering, Docker, Git/GitHub, VS Code |
| Leeds Trinity University | Junior Developer (work placement) | Extended HRV research tools in an English-speaking agile team |
| MyStory Inc. | Developer / Data Analyst Intern — small team with the CEO | Contributed to the development of a healthcare application from concept to implementation, including market research, Django REST backend development, API design, health-data processing, recommendation features, and AI-assisted functionality. Separately developed a Streamlit time-series forecasting tool to make forecasting more accessible to non-technical users. |
| ANA Trading Co., Ltd. | Data Analyst Intern (2 weeks) | Analysed membership and sales data and presented business recommendations |
Some internship code, data, and internal product details are kept private due to confidentiality.
Python · pandas · scikit-learn · XGBoost · R · Gymnasium · Stable-Baselines3
JavaScript · Django · Streamlit · Chart.js · Altair · HTML · CSS
SQL · Figma · GitHub Pages
Japanese — Native
English — Working proficiency (one-year exchange and placement in the UK)
Health data science · Wearable data · Behaviour change · Reinforcement learning · AI agents · Data visualisation