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Kato at FPT Software

Kato (Quan Ngo)
Kato (Quan Ngo)
6 min read
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“Keep moving forward — version control for life: commit, improve, and push updates daily 🚀”


🚀 Joining FPT Software — The Beginning

In early 2024, I joined FPT Software, one of Vietnam’s largest technology firms, as part of the GHC.DHM business unit — a division focused on global healthcare data platforms. It was an exciting shift: from building product-side architectures to leading internal data engineering for enterprise healthcare systems.


🌟 “Rising Star” Award — First Months of Impact

Within my first few months, I was honored with the Rising Star recognition. It marked the start of a journey that wasn’t just about delivering data pipelines — but about elevating how FPT designs, builds, and governs healthcare data systems.

My focus was on building:

  • Standardized data pipelines with Snowflake and dbt Cloud
  • CICD-ready analytics architecture with Jenkins and GitOps
  • Governance-first data warehouse schemas for healthcare compliance

Shooting starShooting star


🏆 Best Performance 2024

By the end of 2024, I received the Best Performance Award for my contributions to GHC.DHM’s data modernization project. The recognition reflected our success in:

  • Delivering a Lakehouse Platform on Kubernetes
  • Deploying real-time ingestion with Kafka and Flink
  • Architecting secure healthcare data flows compliant with US standards
  • Leading cross-functional teams (Data, Backend, AI)

Best performanceBest performance


⭐ FSOFT Star 2025

In 2025, I was honored to be named FSOFT Star 2025 — one of 500 individuals recognized group-wide for outstanding contribution to FPT Software’s AI-driven journey. The recognition reflects not only delivery and results, but dedication, proactive innovation, and putting collective success first — the same spirit that drove FSOFT to $1.33B revenue and $224M profit: “Dare to Learn, Dare to Change, Dare to Lead.”

FSOFT Star 2025 recognitionFSOFT Star 2025 recognition

FSOFT Star medal ceremonyFSOFT Star medal ceremony


💡 Hackathon Spirit — Building Beyond Projects

One of my favorite parts of working at FPT is the Hackathon culture — where innovation happens fast, teams collaborate across functions, and creativity leads to real impact. Over two years, that culture turned into a scoreboard:

  • 🥇 First Prize — NRC × FPT Hackathon 2025AI Insights Chatbot, a multi-agent knowledge-graph RAG system that turns raw healthcare feedback into entity-level, sentiment-aware insights. → Read the case study
  • 🥇 First Prize — GHC.DHM Hackathon 2024AI in SDLC, an assistant that writes, tests, and ships code alongside the team. → Read the case study
  • 🥈 Second Prize — FPT HackAIthon 2025SuperVault, an AI-powered video knowledge platform that makes hours of training content searchable. → Read the case study
  • 🥉 Third Prize — Optum (UnitedHealth Group) internal Hackathon — competing outside the FPT arena, against engineers at one of the largest health services organizations in the US.

First prize at the NRC × FPT Hackathon 2025First prize at the NRC × FPT Hackathon 2025

The NRC × FPT win and the Optum placement mattered most to me for the same reason: both were judged by people who live in the healthcare domain every day, not just by a technical panel. Winning there means the idea actually held up against the problem.

These moments reminded me that engineering isn’t just about delivering projects — it’s also about building ideas that challenge the norm. Or as I like to say:

“Not just running projects — but running hackathons too.” 💪

To look all projects we did in Hackathon, please see Projects section.


✈️ Onsite in Malaysia — Expanding Horizons (2025)

In 2025, I went onsite to Kuala Lumpur, collaborating with the FPT Software Malaysia team 🇲🇾 on a healthcare data platform engagement. It was a memorable experience — presenting our data platform, addressing client questions, and strengthening how we stand up, share knowledge, and deliver real value together.

It reinforced one principle: Architecture is alignment — of teams, of goals, and of data.

Bidding teamBidding team


🧠 Building Internal AI & Healthcare Products

Alongside enterprise projects, I contributed to internal product development — especially AI-powered platforms inside FPT. One highlight was Flezi DHP (Digital Healthcare Platform), a data-driven product designed to:

  • Integrate patient data from multiple hospital systems
  • Enable real-time medical dashboards and predictive analytics
  • Provide APIs for future AI diagnostic models

🔧 What I Learned and What I Shared at FPT

Working at FPT has been both technical and transformational — a journey of learning, leading, and sharing.

Here’s what I’ve learned:

  • Leadership through architecture — guiding engineers by clarity, not control.
  • Balance between delivery and governance — scaling systems without losing quality.
  • People > tools — great technology comes from collaboration and shared ownership.

But learning goes both ways. Over time, I’ve also become a Speaker and Knowledge Sharer across internal workshops and tech sessions at FPT Software — covering topics like:

  • Modern Data Processing Architectures — Spark, dbt, Airflow, and orchestration best practices.
  • Building Data Lakehouse Platforms — using Trino, Iceberg, and governance-driven design.
  • AI in Products — Integrating machine learning / Agentic AI into real-world products after Hackathon contest.

These sessions became more than technical talks — they became a way to inspire teams, exchange perspectives, and help engineers see the “why” behind every architecture. I’ve grown into a familiar face at FPT’s internal workshops — known for simplifying complex topics and connecting data with real business value.

“Engineering is not just about solving problems — it’s about designing progress.”

At FPT Software, I’ve found a place to do both — building platforms that transform healthcare data while constantly evolving as an architect, mentor, and engineer.

🎓 Credentials behind the sharing

Sharing only carries weight if the fundamentals are solid. FPT Software Healthcare & Life Sciences featured two international certifications I earned as a Tech Lead at the Global Healthcare Center — Certified Data Management Professional (CDMP) from DAMA International and Microsoft Certified: Azure Solutions Architect Expert.

The pairing is deliberate rather than a badge collection: data governance and cloud architecture are the two halves of trustworthy AI in healthcare. One keeps HIPAA/GDPR compliance and patient-data integrity intact; the other makes the platform — Microsoft Fabric, vector databases, AI accelerators — actually stand up in production.

📣 Data governance meets cloud architecture — featured by FPT Software Healthcare & Life Sciences on LinkedIn


© 2025 Kato (Quan Ngo) — Data Architect, GHC.DHM @ FPT Software

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