About

Hongda, like Honda. Yes, the car.

Hongda Zhu

I was born in Harbin, went to middle and high school in Singapore, and came to Canada for university: a first Computer Science degree at the University of Toronto, then an Honours BSc in Computer Science at York’s Lassonde School of Engineering.

Today I’m an AI Agent Developer at Geotab in Toronto. I was the first engineer on the platform and, for most of its life, the only one. I designed the architecture, wrote the code, and run it in production. It is a multi‑agent system on Google ADK and Vertex AI: a root agent, a document sub‑agent wrapped in deterministic validators, retrieval with citations over a governed corpus, typed tools into BigQuery, Google Maps and the HR system, and self‑hosted Langfuse tracing, because the data cannot leave company infrastructure. The corpus is governed as code: a manifest reviewed in merge requests, and a daily job that watches the sources for drift.

Before that I spent a year on Geotab’s data enablement team building Airflow pipelines, DataHub lineage and Superset dashboards, and a summer at the Ontario Ministry of Health moving datasets from Oracle to Redshift. In 2023 I worked with Nick Feamster on email classification; the paper is in SPIE proceedings.

The one line people use about me is “he gets things done.” I don’t mind challenging the status quo when it improves the outcome.

Off the clock I play the sanxian, a three‑stringed Chinese lute. I’ve performed at the Toronto Dragon Festival, with the Toronto Artist Symphony Orchestra, and for the Chinese Embassy in Canada, which gave me an Outstanding Cultural Contribution award. I train jiu‑jitsu four times a week and have played badminton since high school.

Experience

Résumé (PDF)
  • 2026 –
    AI Agent Developer, Geotab

    First engineer on the team and owner of the agent platform end to end: architecture, code, production. Wrote the technical screen and hired the second engineer. Named the division’s AI technical expert; AI Champion award, 2026.

  • 2024 – 25
    Data Developer (intern), Geotab

    Airflow pipelines across production and UAT, metadata and lineage on DataHub via the Python SDK and REST API, Superset dashboards. Worked with the Embedded, RevOps, Keyless and Data Platform teams. First agent work, on Google ADK.

  • 2024
    Application Programmer, Ontario Ministry of Health

    Business intelligence team. Automated the migration of 30+ datasets from Oracle to Amazon Redshift with Python and S3, built 12 IBM Cognos dashboards, and wrote a pandas script that halved the time colleagues spent comparing Excel reports.

  • 2023
    Machine learning research, with Nick Feamster

    Email classification on a 5,172-message dataset. The improved SVM reached 98.17% accuracy; published in SPIE proceedings (ICCAID 2022).

Education

  • 2025
    Honours BSc, Computer Science

    York University, Lassonde School of Engineering

  • BSc, Computer Science

    University of Toronto

Geotab, in three pictures

More photos
Hongda with his manager Varun in the office
With Varun, who opened most of the doors.
A laptop, a badge and a lanyard laid out on a desk
Last day of the internship, 2025. Rehired five months later.
Kayaking on Lake Ontario with the CN Tower ahead
Lake Ontario, the long way to the office.

Elsewhere

This site is Astro on Cloudflare, set in Inter and JetBrains Mono. No analytics, no cookies.