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Trung Thanh Tran

Python & automation developer in Ho Chi Minh City. I write web scrapers, Apify Actors, n8n/Make workflows and small APIs, and I'd rather call the JSON API behind a page than parse its HTML.

Location Vietnam (UTC+7) Joined Joined on  Personal website https://trungthanhtran.vercel.app github website

Education

IT student, Industrial University of Ho Chi Minh City (IUH)

Work

Independent Automation & Data Engineer

Getting Past Google Apps Script's 6-Minute Limit and n8n Out-of-Memory Crashes

Getting Past Google Apps Script's 6-Minute Limit and n8n Out-of-Memory Crashes

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8 min read

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Building a B2B Lead Enricher and a 2-Opt Route Optimizer in Python (No Headless Browser)

Building a B2B Lead Enricher and a 2-Opt Route Optimizer in Python (No Headless Browser)

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9 min read
Handling Broken LLM JSON with Strict Schemas and finish_reason Guards (FastAPI, Node.js & n8n)

Handling Broken LLM JSON with Strict Schemas and finish_reason Guards (FastAPI, Node.js & n8n)

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7 min read
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