Jarran Tay
Product builder
Finance & data analysis graduate
Profile
I turn ideas into useful experiences, from websites and games to experiments in AI and data. I enjoy researching problems, improving how things work and making the details feel right.
My background in finance and data analysis shapes how I explore patterns and make decisions. I direct AI-assisted development and test the results as I build.
Education
Monash University Bachelor of Commerce, Finance and Data Analysis
Graduated 2023
Ngee Ann Polytechnic Diploma in Electronics and Computer Engineering
Graduated 2017
Experience
Founder Knome
2026 to present
- Developing a prototype for an AI companion designed to help people connect and make plans.
Founder Omni
Founded 2026
- Building an automated approach to website services, bringing research, design, payments and hosting together.
Founder rei Studios Technology
2023 to 2025
- Ran a website design business, from finding clients and researching their needs to designing and delivering sites with Framer.
Executive Assistant Singapore Armed Forces, Singapore
2017 to 2019
- Provided executive administrative support directly to an SAF officer.
Selected projects
Personal market research and algorithmic trading Personal project
- Explored market-regime classification using simple and exponential moving averages and hidden Markov models through AI-assisted personal research.
- Focused on grouping market conditions to inform condition-based trading ideas and translating personal risk appetite and discipline into rules. Most implementation was completed with AI assistance.
During Party AI-assisted multiplayer party game
2026
- Defined the experience and coordinated AI-assisted development of a game used by approximately 30 guests at a friend's wedding.
- Tested multiplayer flows, identified reconnect and character-recovery issues, and directed AI-assisted fixes.
Skills
- Product & design
- Turning ideas into clear experiences; website design with Framer.
- Research & analysis
- Exploring markets, business needs and patterns in data.
- AI-assisted building
- Directing coding agents, testing user flows and iterating on problems.