Projects

Products, civic initiatives, and infrastructure built to work in real conditions.

Products

ElevateOS

AI-enabled education platform that unifies tutoring operations, worksheet generation, past-paper simulation, admissions support, and parent-facing execution into one system for IB, AP, SAT, and counseling workflows.

  • Built around an existing tutoring network of roughly 100 students and tutors in Japan.
  • Centers role views, task flow, parent summaries, and tutor operations so the product behaves like an operator’s dashboard rather than a generic app.
  • Designed as a freemium execution layer that can support premium tutoring and counseling.

Kiwanis Pulse @ Manila Convention 2026

Mobile convention companion that surfaces schedules, venue navigation, sessions, and announcements in a format attendees can use instantly on their phones.

  • Built for real convention conditions, including seniors, non-technical attendees, and limited-English users.
  • Acts as a live information layer rather than a replacement for official communication.
  • Uses a mobile-first information hierarchy designed for speed, clarity, and low-friction access.

Katalyst

Centralized volunteering backend and coordination platform for service organisations, designed to support institutional memory, operational continuity, and cross-branch collaboration.

  • Tracks people, roles, handoffs, and follow-up so leadership changes do not erase the operating model.
  • Intended as infrastructure that can be reused across clubs, chapters, and service networks.
  • Turns coordination into reusable systems instead of a one-off spreadsheet or chat thread.

Prior Moves

Live tool that predicts the next moves of well-known investors by modelling 13F filings, then tracks each call against what actually happened.

  • Mirrors super-investor portfolios and forecasts their most likely next buys.
  • Pairs forward predictions with a public track record and a clear disclaimer layer — research and education only, never trade execution.
  • The public surface of a broader quantitative-research system spanning data pipelines, calibration, and backtesting.

Tatemori

B2B tool helping Japanese organisations operationalize the October 2026 kasuhara (customer-harassment) law and protect frontline staff.

  • Turns a hard regulatory deadline into a concrete operating workflow for retail, hospitality, and BPO teams.
  • Frames customer-harassment defense as a systems and continuity problem, not just a policy document.
  • Early-stage venture with a defined Japanese B2B audience and a free pilot offer.

nobill

Local-first subscription tracker that scans Gmail receipts for recurring charges and links straight to each merchant’s cancel page.

  • Keeps all data on the user’s machine in local storage rather than a cloud account.
  • Surfaces monthly and yearly spend so recurring charges are visible at a glance.
  • Privacy-first alternative to cloud-based subscription managers.

Civic initiatives

Mottainai Initiative

Food-waste initiative that redirects edible but visually rejected produce into usable food and community action.

  • Built from a simple local observation with a broader sustainability model.
  • Shows how waste reduction can be paired with education and outreach.
  • Connects practical environmental action with visible community benefit.

Stand Tall Project

Assistive wheelchair add-on designed to reduce caregiver strain and improve transfers for elderly users in care-home settings.

  • Developed from direct observation of mobility and caregiver burden.
  • Frames assistive design as a concrete systems problem, not just a hardware exercise.
  • A prototype direction with room for broader care-home adoption.

Infrastructure

Crystal Century

Live commerce and recovery work focused on stability, trust, and dependable revenue flow across European and US markets.

  • Supports more than US$50,000 in transactions.
  • Represents the operational side of building: keeping real systems healthy under real traffic.
  • Shows how technical reliability translates into customer confidence and business continuity.