Duc Tran

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01 / Work guide

Ask about Duc's work

Get quick answers about Duc's projects, career path, product judgment, and how he works.

Data journalist & product builder
Home base
Ho Chi Minh City, Vietnam
Current focus
Data journalism, internal tools, and AI-assisted workflows
Stack
SQL, Postgres, Redshift, n8n, Vercel, OpenAI, coding agents

02 / About

Reporter instincts, product systems.

I work at the overlap of journalism, data, and product: turning startup, funding, and audience signals into stories, dashboards, workflows, and internal tools for media teams.

My path ran through marketing research, social listening, and three Vietnamese newsrooms before Tech in Asia. That mix taught me to ask reporter questions, model messy data, and ship practical artifacts people can use.

Today I lead data journalism at Tech in Asia and build internal editorial products with SQL, Supabase/Postgres, Redshift, n8n, Vercel, and AI coding agents. I am most interested in work where data improves decisions, distribution, and reader value.

03 / Work history

Built through newsrooms, research, and internal products.

Jan 2026 - present

Internal Product Builder

Tech in Asia

Editorial workspace, subscriber analytics, Redshift/n8n workflows, LLM-assisted tooling

Dec 2024 - present

Data Journalism Lead

Tech in Asia

Subscription data stories, Asian tech & VC ecosystem analysis, visualization standards

2023 - 2024

Data Journalist

VnExpress.net

Spotlight/Data Stories verticals, policy-facing interactive features

2021 - 2023

Reporter

Dân Trí

Economy desk, DBiz data format launch, newsroom visualization adoption

2018 - 2021

Reporter

VNG / Zing News

Finance, banking, CEO/VP interviews, market explainers

2018 - 2018

Research Executive

Buzzmetrics

Social listening, sentiment research, consumer perception analysis

04 / Product evidence

Proof points across analytics, tools, data products, and automation.

Product analytics

Subscriber conversion and retention analysis, newsletter engagement review, article performance workflows, cohort and lifecycle thinking.

Internal tools

Editorial workspace for source management, financial data tracking, premium article review, and repeatable newsroom operations.

Data products

Searchable directories, CSV-backed dashboards, GitHub Pages interactives, iframe embeds, and visualization standards for newsroom publishing.

Automation

Redshift/Supabase pipelines, n8n workflows, Slack handoffs, financial-statement extraction, and agent-safe database querying.

Community products

ABG Alumni membership/community platform work, paid membership operations, events, and connection workflows.

Editorial judgment

Reporter instincts, source evaluation, audience empathy, data cleaning, visual explanation, and story framing under real newsroom constraints.

05 / Selected work

Case studies that connect editorial judgment with product delivery.

01

Product analytics / Tech in Asia / 2026

SEA Signals: Subscriber-Only Deal Intelligence

A subscriber-facing data product around newly funded startups, built from Redshift/Supabase data, automation workflows, and post-launch engagement analysis.

RedshiftSupabasen8nLLM searchAnalytics
engagement2x
audiencesubscribers
cadenceweekly
02

Internal tools / Tech in Asia / 2026

Tech in Asia Editorial Workspace

An internal editorial workspace for source management, financial data tracking, article performance review, and repeatable newsroom workflows.

TypeScriptPostgres/SupabaseVerceln8nLLMs
team18
modules3+
surfacedaily
03

Data ops / Tech in Asia / 2026

Database Query Agents & Guardrails

A privacy-aware database-query workflow that helps agents and humans work with Redshift/Postgres schemas without exposing credentials or raw sensitive data.

RedshiftPostgresPythonAgent skillsDocumentation
moderead-only
guardrailsschema
usersagents

06 / Contact

Useful work starts with a specific problem.