Hoan Ngo
Hoan Ngo

Data Engineer | Software Engineer

Open to offers · Member since 27 Oct 2026
Location
Hanoi, Vietnam
Desired salary
Unspecified
Work preference
Remote Only / Full Time, Part Time, Contract, Freelance
Experience level
Senior

About

Professional summary

I am a software and data engineer with more than seven years of experience building backend services, REST APIs, web applications, and data platforms for businesses in the United States, Singapore, and Vietnam.

I specialize in Python, Java, SQL, and JavaScript/TypeScript, with hands-on experience delivering backend systems using Flask, FastAPI, and Spring Boot, as well as frontend applications using React and Angular.

My recent work focuses on data engineering and analytics platforms. I build and operate Airflow and Airbyte pipelines, dbt models, data warehouses, reporting systems, and data-quality processes across Snowflake, BigQuery, Azure, AWS, and GCP.

I also develop AI-powered products and internal tools using OpenAI and Anthropic APIs, LLM evaluation, embeddings, pgvector, text-to-SQL workflows, and prompt engineering. I have built LLM-based social-media discovery tools and AI coding-assistant platforms.

I am experienced in cloud modernization and infrastructure engineering, including serverless AWS migrations, Kubernetes workloads, Helm, Docker, CI/CD, and infrastructure as code with OpenTofu and Terraform. My work has improved reliability, performance, and infrastructure costs.

I hold a Bachelor of Science in Computer and Information Science from VNU Hanoi University of Science and maintain professional certifications in cloud architecture, cloud engineering, data engineering, data architecture, and data analytics.

Skills

26 capabilities

Tech stack & tools

Working toolkit

Experience

Career history

Data Engineer (Data & Software Engineering) Pod Co.

Build LLM-powered discovery workflows on scraped social-media data, generating more than 100 potential brands per week; over 30% became partnerships. Develop internal React applications, including a brand detection tool, and prototyped a Snowflake text-to-SQL analytics assistant with guardrails and LLM evaluation.

Build and operate more than 150 Airflow DAGs and Airbyte pipelines feeding Snowflake for wholesale, B2B, and distribution operations. Maintain OpenTofu infrastructure and Kubernetes workloads with Helm, develop dbt models and tests supporting over 200 scheduled Metabase reports, and improve dashboard reliability, refresh speed, and workload costs.

Data Engineer VMO Holdings Technology JSC

Migrated legacy cron-based processing to Apache Airflow, improving scheduling, monitoring, maintainability, and operational visibility. Built Python ETL workflows for multi-source healthcare and pharmaceutical data across Azure and BigQuery data lake and warehouse environments.

Supported critical source migrations while preserving data integrity and downstream compatibility. Improved pipeline reconciliation and reliability for analytics delivery across more than 200 recurring reports, investigated data discrepancies, and delivered Tableau dashboards for business users.

Software Engineer / Full-stack Developer Maxflow R&D Co. Ltd.

Migrated Python Flask services to a serverless AWS architecture using Lambda, API Gateway, and S3, reducing infrastructure costs by approximately 25%. Developed core product features and REST APIs for an industrial simulation and analytics platform with configurable workflows.

Implemented simulation modules covering distance, energy, wear, and lifecycle cost across more than 100 modeled scenarios. Built Snowflake-based data preparation and feature-extraction pipelines for predictive-maintenance experiments.

Back-end Developer FPT Information System Corp.

Built Java and Spring Boot backend services for a national public procurement platform as part of a five-engineer team.

Contributed to Angular frontend improvements that reduced average page-load time by approximately 20%.

Web Developer House3D Co. Ltd.

Developed and maintained customer-facing web features for an interior design technology platform.

Contributed to the ongoing delivery and maintenance of web application functionality for end users.

Web Developer Intern Framgia Inc. / Sun* Inc.

Built a Ruby on Rails e-commerce project as part of a three-member development team.

Integrated PayPal, BaoKim, and NganLuong payment services into the application.

Education

Learning history

VNU – Hanoi University of Science

Bachelor of Science, Computer and Information Science

Coursework focused on Software Engineering, Database Systems, and Data Structures and Algorithms.

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