Market Systems
Market data · simulation · execution research · decision systems
SOFTWARE · AI · QUANT
Ace
Senior Software Engineer · AI Architect · Quant Research
Building AI and quantitative systems for markets, from research and simulation to production.
01 Market Systems
02 Quant Research
03 AI Architecture
01 / ABOUT
About me
Current work centers on market data, simulation, quantitative research, and AI agents — connecting analysis with implementation.
I mainly use Python, TypeScript, and Ruby, working across data pipelines, APIs, cloud infrastructure, evaluation, and observability.
02 / Current Focus
Current Focus
Quant Research
Python · time series · Monte Carlo · statistical modelling
AI Architecture
Agents · evaluation · orchestration · production workflows
03 / STACK
Techstack
Languages
Python · TypeScript · JavaScript · Ruby · SQL
Markets & Research
Market data · simulation · time series · statistical models
Application
React · Astro · Ruby on Rails · REST · GraphQL
Data & Infrastructure
PostgreSQL · Elasticsearch · AWS · Cloudflare · Docker · CI/CD
04 / WORKS
Works
English Passage Generator (Japanese Supported)
An AI-powered tool for generating English passages to improve reading skills. It creates passages tailored to the learner's proficiency level, supporting efficient and effective learning.
Anki Vocabulary Generator (Japanese Supported)
This GPT formats and generates vocabulary lists into Anki-importable CSV files. It organizes user-specified words with details like definitions, synonyms, and example sentences in a front-back two-column format or other Anki-compatible structures.
05 / PERSONAL