Case studies

Eight systems I designed and built. Each case marks how each of its numbers is known.

Finance 2026-03 – present

Finance & Commercial Performance Platform

Monthly packs replaced by daily, reconciled reporting.

Project lead and sole application developer, in-house

Python, TypeScript, SQL, FastAPI, Next.js

4–5 days → daily Management reporting availability
HR 2025-06 – 2025-12

Recruitment Workflow & AI Candidate Intake

Each hiring request tracked from approval to joining.

Project lead and sole developer, in-house

Power Automate, Microsoft Teams, SharePoint, Azure OpenAI, Python

331 Hiring requests processed
Manufacturing 2026-01 – 2026-05

Manufacturing Operations & Margin Control

Each production tag traced from customer order to invoice.

Project lead and sole developer, in-house

Python, TypeScript, SQL, Azure Functions, FastAPI

75 days First commit to launch
Sales 2024

Sales Quotation Automation

Priced quotations in minutes, with no price from AI.

Designer and sole developer, in-house

Python, Streamlit, OpenAI Assistants API, openpyxl, pandas

0 Prices written by AI
Consulting 2026-03 – present

ProcessOS

One link per document, from client comment to signature.

Architect & Sole Developer, independent

TypeScript, Next.js 16, React 19, PostgreSQL, Prisma

1 Link from draft to signature
Agency Ops 2024-03 – present

KorCRM

Three candidates become one human-reviewed selection.

Architect & Lead Engineer, solo

TypeScript, Next.js 15, React, Tailwind CSS, PostgreSQL

3 → 1 Candidates to reviewed selection
Healthcare 2024-08

EHR Behavioral Solution

Therapy sessions become signed, tamper-evident records.

Architect & Lead Engineer, solo

TypeScript, Next.js, React, Tailwind CSS, PostgreSQL

3 Physically separate data stores
DevTools 2025-01

audit-kit

Thousands of interface symptoms become a corrective-action list.

Creator, solo

TypeScript, Node.js, Commander.js, Vitest

4,306 → ≈250 Raw findings to cause groups