About
Duc (Daniel) Ngo
Senior Data / Business Intelligence Analyst at TORILAB ยท Hanoi, Vietnam. Connecting analytics, BI, and AI to help teams make better decisions.
I'm Duc, though I also go by Daniel. I'm a data and BI analyst who enjoys turning messy business questions into systems that people can actually use.
My work sits between analytics, product thinking, and business communication: defining metrics, building dashboards, validating data, creating models, and explaining what the numbers mean. Recently, I've worked on Looker and LookML dashboards on GCP, product event tracking, executive business reporting, and AI-powered data workflows.
Before TORILAB, I led an AI R&D team at VNDIRECT, where we built production-grade PDF extraction models and LLM-based sentiment analysis tools for financial customers. Before that, I worked as a Marketing Data Analyst at In4mation Insights in Massachusetts, where I built forecasting models for retail transaction data and presented insights directly to stakeholders.
I studied Data Science at Macalester College in Saint Paul, Minnesota, with a Computer Science minor. I graduated with a 3.9 GPA and won Best In-Show and Best Insight at the 2022 DataFest Competition.
Outside of work, I like exploring visualization challenges, reading, and building small projects that help me understand data from different angles. I also play piano. You can find my recordings on YouTube.
What I care about
Analytics systems, not just reports
I think the best analytics work creates infrastructure: semantic layers, tracking frameworks, and reliable pipelines. Not one-off answers.
Business clarity through data
I care about making data useful for the people who make decisions, not just the people who analyze it. That means simplicity, storytelling, and context.
Honest measurement
I'm skeptical of metrics that look good but don't measure anything real. I try to define metrics that are actionable, not just trackable.
Continuous learning
BI, AI, and data are all moving fast. I read, experiment, and build side projects to stay current and build genuine understanding.
Education
Macalester College
Data Science Major, Computer Science Minor
Saint Paul, Minnesota ยท August 2018 โ May 2022
- GPA: 3.9 / 4.0
- Best In-Show & Best Insight, 2022 DataFest Competition
- #1, May 2021 Kaggle Tabular Playground
Hanoi-Amsterdam High School for the Gifted
Mathematics Specialized Class
Hanoi, Vietnam ยท August 2011 โ May 2018
Outside of analytics
- โData visualization experiments
- โBuilding analytics systems from scratch
- โBayesian modeling and forecasting
- โSoccer analytics and sports data
- โReading, especially on systems thinking, economics, and technology
- โ3D terrain mapping with Rayshader
- โPlaying piano

Playing piano
Watch on YouTube โGet in touch
I'm open to thoughtful conversations about data, analytics, and interesting problems. The best way to reach me is by email.