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Yu Fong C.
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Yu Fong C.

AI Automation & AI Agent Developer | LLM Testing, RAG, Claude Code

I build and test AI agents for chat and voice. Before launch, I measure how often each one answers correctly, so you'll know what to expect. If yours is already live, I'll find out why it's making mistakes and fix it. I've worked on an hourly contract with a conversational AI company that started as a paid trial. I tested their answers in English and Spanish and built the monitoring and regression checks around their live system. Some recent work: • A voice assistant MVP, delivered in a two-week sprint and rated five stars by the client. • An evaluation of a document AI agent. I scored its answers, traced where it went wrong, and handed over a report the team could act on. They kept coming back. • A freight quoting engine that prices from the carrier's rate card, checks each quote against the carrier's own calculator, and flags any difference. • A support inbox that brings Telegram messages into a helpdesk, so the team answers from one place. How I work: I'm in Taipei, and my evenings overlap with the US Eastern morning. I scope and quote before starting, send written updates as I go, and hand over documented code you can run without me. Tell me what your agent does today and where it slips. I'll reply with how I'd approach it.

🇹🇼Taipei, Taiwan$30/hr100% JSS5.00 (3)Since Apr 2026

Earnings and projects

MRR
$1.2k

Last 6 months ÷ 5.6 months active (since May 2026)

World#39,473 / 412k
🇹🇼Country#38 / 400
Revenue, last 30 days
$850

Last 6 months: $6.9k

World#47,758 / 412k
🇹🇼Country#49 / 400
Total earnings
$6.9k

Billed in all: $7.1k

World#227,025 / 412k
🇹🇼Country#201 / 400
Per project
$771

$983 in the last 6 months

World#144,701 / 412k
🇹🇼Country#132 / 400
Projects, last 6 months
7
86% fixed14% hourly
World#28,826 / 412k
🇹🇼Country#18 / 400
Projects in all
9
78% fixed22% hourly
World#212,268 / 412k
🇹🇼Country#160 / 400

Earnings, last 30 days

$7.1k+$850 earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$6.0k$6.5k$7.0k$7.5kOct 8Oct 23Nov 7

Skill rankings: Top 11% in AI Evaluation

Ranked by MRR among everyone on Upwork with the skill.

  1. 2Evaluation Harness Design5 freelancers · 🇹🇼 #1Top 40%
  2. #6Model Testing & Optimization27 freelancers · 🇹🇼 #1Top 22%
  3. #10AI Chatbot Testing46 freelancers · 🇹🇼 #1Top 22%
  4. #15AI Testing61 freelancers · 🇹🇼 #1Top 25%
  5. #17AI Evaluation149 freelancers · 🇹🇼 #1Top 11%
  6. #25LLM Engineering120 freelancers · 🇹🇼 #1Top 21%
  7. #134Conversational AI782 freelancers · 🇹🇼 #1Top 17%
  8. #176Claude Code818 freelancers · 🇹🇼 #2Top 22%