Projects

Projects

Products, OSS, and experiments.

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Customer-Inquiry First-Response System 2025

Customer-Inquiry First-Response System

Automates first responses to customer inquiries with generative AI, improving response speed and operational efficiency

Generative AILLMCustomer support

Role / Design / Build

Private codebase
Assessment Answer Harness (J-SOX / FISC) 2026

Assessment Answer Harness (J-SOX / FISC)

A harness that generates draft answers for J-SOX ITGC and FISC security-guideline assessments, streamlining audit response

Generative AIJ-SOXFISCInternal controls

Role / Design / Build

Private codebase
Unlisted-Company Research Automation 2025

Unlisted-Company Research Automation

A tool that automates information gathering on unlisted companies, making research work far more efficient

Generative AIAutomationResearch

Role / Design / Build

Private codebase
HiJoJo.com 2022–present

HiJoJo.com

An online fund-distribution system. Led the Ruby 2.7→3.3 and Rails 5.2→7.1 version upgrades

Ruby on RailsMySQLAWSJavaScript

Role / Design / Build / Operate

OneGATE Maintenance Management System 2019–2022

OneGATE Maintenance Management System

Incident management, a call center (Amazon Connect), and a customer portal. Featured as a Ruby Association case study

Ruby on RailsAWSAmazon ConnectJavaScript

Role / Design / Build

Image Analysis & Attribute Detection 2020–2022

Image Analysis & Attribute Detection

Attribute detection and viewing-rate measurement through image analysis. Built the age-estimation model

PythonPyTorchOpenVINOAWS IoT

Role / Design / Build