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Trung Thanh Tran

Python & Node.js automation developer in Ho Chi Minh City: scrapers, Google Sheets/Apps Script, webhooks and Discord bots. Available for small projects on Contra (link above).

Location Vietnam (UTC+7) Joined Joined on  Personal website https://contra.com/trung_thanh_tran_7tjnw73h github website

Education

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

Work

Independent Automation & Data Engineer

Offline Vietnamese fuel receipt OCR in Python and the apostrophe bug that zeroed three fields

Offline Vietnamese fuel receipt OCR in Python and the apostrophe bug that zeroed three fields

3
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4 min read

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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
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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