← ALL WORK
Tam Nguyen
AI AUTOMATION & GTM ENGINEER
Tam Nguyen

I build AI agents, outbound engines and attribution systems inside your stack, documented like infrastructure and owned by your team by day 90.

LIVE SYSTEMS15
JOB SUCCESS100%
UPWORKTOP RATED · 5.0★ ↗
Free build plan in 24h tam@repurgo.com
SYSTEM 03 · AI CONTENT & SEO SYSTEMS

Content pipelines that publish daily, without headcount.

One input becomes platform-ready output: AI avatars, motion, captions, scheduling, brand guardrails. I run the same systems on my own brand, so the proof is public.

0 → 350k
FOLLOWERS IN 7 MONTHS ON MY OWN SYSTEM
10×
VIDEO OUTPUT VS HUMAN UGC WORKFLOW
< 20 min
A DAY TO RUN 5 CHANNELS, DAILY
01 · AI UGC VIDEO ENGINE · THREE BRANDS, ONE PIPELINE

Script in, platform-ready video out.

HeyGen avatars, Kling motion and n8n orchestration stitched into one reliable pipeline: scripts become captioned, native-feeling vertical ads without cameras or creators. The same engine runs for a fragrance brand, a fitness brand and a tools brand. Unmute to hear the voiceover.

10× OUTPUT VS HUMAN UGCDAILY PUBLISHING CADENCEFRACTION OF CREATOR COST
THE VIDEO BOT, LIVE

The client does not open an editor. They message a chatbot with a product brief, and the bot returns a rendered, captioned ad. A 3-minute walkthrough:

THE ORCHESTRATION

n8n runs the chain end to end: script, avatar, motion, captions, render, schedule.

“Tim was very thorough in his work. He understands the project needs and completes tasks in a timely manner.”

TIKTOK SHOP SELLER · VERIFIED 5.0★ UPWORK REVIEW
02 · SELF-SERVE SEO ENGINE · GROWTH AGENCY

An SEO engine a non-technical team runs from a spreadsheet.

A growth consultant runs SEO for 20+ local-business clients. His team fills in a Google Sheet, clicks one menu action, and gets back keyword clusters, an action plan, internal links, content briefs and draft blog docs. Behind the sheet: a Cloud Run backend with a job queue, deterministic quality gates that grade every opportunity (approved, review, or do-not-publish), and an agentic writing layer. Agents reason; code governs.

20+ CLIENT ACCOUNTSSHEET TO DRAFT, NO CODEDETERMINISTIC QUALITY GATES

“Tim is fantastic to work with.”

SEO ANALYSIS & PLANNING CLIENT · VERIFIED 5.0★ UPWORK REVIEW

The operator sheet: fill inputs, run one menu action, review the output tabs. Client brands anonymized.

ALSO IN THIS SYSTEM
0 → 350,000 followers in 7 months: my own 20-min/day content system$70K REVENUE
Bulk SEO article engine: Python + Claude API with per-article data merge5.0★
AI brand image engine: photorealistic product and lifestyle visuals in secondsAGENCIES + ECOM
THE OTHER SYSTEMS
Ads attribution & tracking →Client acquisition & outbound →AI agents & automation →

Tell me what you're building.

If it's a fit, you'll have a build plan in 24 hours: scope, architecture, and timeline, before any contract, call, or commitment.

Get a free build plan in 24h