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Van NguyenVN
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Van Nguyen

@vannguyen2

I build AI and data platforms that automate decisions, streamline operations, and make knowledge more accessible.

Singapore
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What I'm looking for

I'm looking to build practical AI and data products that automate complex work, improve access to knowledge, and create measurable value. I'm especially interested in AI, data engineering, bioinformatics, and agricultural life sciences.

At ST Engineering, I build AI and data solutions that replace manual work—from invoice and purchase-order matching to résumé parsing, semantic search, and personalized interview-question generation. I’ve used GPT-4o, Gemini Pro, Mistral Large, Llama 3, LangChain, Streamlit, Vertex AI, and Microsoft Fabric to solve end-to-end business problems.

I’ve also modernized enterprise data infrastructure by retiring a legacy MSSQL warehouse in favor of SAP Datasphere, migrating Python ETL workloads to containerized runners, and connecting SAP ECC/S4, Salesforce, Tableau, Power BI, and Datasphere. I work closely with technical and business teams, helping users adopt new platforms through documentation, live clinics, and practical troubleshooting.

Earlier, I used product analytics, experimentation, ETL, dashboards, and customer analysis at Tripadvisor, FE CREDIT, and Viettonkin. I write about AI in Vietnamese and care deeply about using AI to democratize education and applying data science to agricultural life sciences.

Experience

Work history, roles, and key accomplishments

ST Engineering logoSE
Current

Data Engineer

Aug 2023 - Present (3 years 1 month)

- Designed and executed data pipelines to retire the legacy MSSQL warehouse and stand up SAP Datasphere as the new SQL‑layer platform.
- Built connectivity between SAP ECC/S4, Salesforce, Tableau, Power BI, SAP BAS Python IDE, and Datasphere, resolving authentication, driver, and network issues.
- Migrated Python ETL jobs from an on‑prem Windows server to containerized runners, improving maintaina

ST Engineering logoSE

Python Developer

Oct 2025 - Jan 2026 (3 months)

- Owned and enhanced the Python alert-processing pipeline to reliably handle multiple email/alert formats and variations from different sources.
- Led data cleaning and standardization, defining a consistent input schema/format for entities that need to be alerted (customers/projects/assets) to keep downstream processing stable.
- Collaborated closely with the Java team to understand data returned

ST Engineering logoSE

AI Engineer

Feb 2024 - Apr 2025 (1 year 2 months)

- Used APIs from OpenAI GPT‑4o, Gemini Pro, Mistral Large, and Llama 3 in Jupyter notebooks to solve end‑to‑end data problems.
- Implemented CV–JD relevance scoring, résumé parsing, competency analytics, and personalized interview‑question generation for recruiters.
- Built entity‑resolution services that (a) match invoices to purchase orders by item, price, tax, and quantity, and (b) reconcile re

ITviec logoIT

Data Management Consultant

Jan 2024 - Aug 2024 (7 months)

Through a consultation contract, I dedicated a few hours a week to assist ITviec with the following responsibilities:

- Worked directly under the CEO to provide strategic data management insights.
- Consulted on structuring data flow from production to reporting, ensuring efficient and seamless data processing.
- Advised on building and scaling data and AI teams to meet organizational needs.
- Pr

Tripadvisor logoTR

Product Analyst

Mar 2022 - Aug 2023 (1 year 5 months)

- Identify new business opportunities by examining sales and marketing reports.
- Work closely with Sales Director, Marketing Director, and Project Manager to leverage data insights for growth strategies.
- Collaborate with the Product, Data Engineer, and Data Scientist team to collectively build and implement innovative new features or identify and solve problems.
- Support new feature releases t

FE CREDIT logoFC

Data Analyst

May 2021 - Mar 2022 (10 months)

- Allocating loan contract to collection department and call center using Python and PL/SQL Oracle.
- Cleaning and preprocessing credit card data to make ad hoc reports.
- Classification of debt groups by clustering algorithms (k-mean)
- Cleaning and preprocessing data, then feeding data to check the correlation between data fields. Using finding from this to guide the collection center.
- Write E

Viettonkin JSC logoVJ

Business Intelligence Analyst

Aug 2019 - May 2021 (1 year 9 months)

- Builds and defines the application tracking report system for the Staffing Services.
- Collaborate with the Research team to conduct in-depth market analyses of recruitment trends, and utilize the gathered insights to create detailed statistical reports, including competitor pricing and a comprehensive market overview.
- Use Python to clean HR data (resume, portfolio, ID, salary, day-offs, SHUI,

U.S. Department of State logoUS

System Administrator

Sep 2018 - Aug 2019 (11 months)

- Installation, maintenance, configuration, and repair software.
- Be responsible for daily support system management, including computer and AV systems, CRM, ERP, VR/AR Education Kit, 3D printer,... in the American Center.
- Working with the MakerSpace activities.
- Assisting with the American Center and EducationUSA design projects.
- Report weekly using Excel and Canva.
- Use python to automate

Education

Degrees, certifications, and relevant coursework

UB

UEH - International School of Business

Bachelor's degree, Business Information Systems and Statistics

2016 - 2019

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