GenAI Engineer | Data Scientist

Adam Tang — focused builder across data science, software engineering, and delivery.

I uncover insights, design resilient systems, and ship user-friendly experiences that keep teams decisive. Multicultural teams know me for pairing pragmatic execution with clear communication.

Location Taipei, Taiwan
Focus GenAI, Data Engineering, Product Strategy
Portrait of Adam Tang

8+ yrs

building software & data products

GenAI

LLMs, RAG, Agents, LangChain, LangGraph

Engineering

Python, FastAPI, Flask, Docker, CI/CD

Leadership

Product ownership, agile delivery, mentoring

What I do

High-impact focus areas

From architecture to delivery, I keep teams aligned on outcomes, safety, and speed.

Project Management

Agile delivery and requirements

Scrum, Kanban, and clear scope control.

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  • Agile management and requirements refinement
  • Scrum and Kanban workflows with stakeholder updates
  • Risk tracking and proactive issue resolution
Sustainability

Resilience & renewable systems

Energy, sustainable materials, and resilience engineering.

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  • Renewable energy and lifecycle analysis
  • Sustainable material assessment
  • Resilience engineering approaches
Web development

Full-stack product build

Frontend, backend, data, and deployment.

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  • APIs, servers, Dockerized services
  • Databases and RESTful interfaces
  • Data space integrations
Knowledge Engineering

Semantic technologies

Ontology and graph-first data products.

See tactics
  • Ontology design and knowledge graphs
  • Graph databases and SPARQL pipelines
  • Semantic modeling for search and insight

Education

Academic foundation

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Oct 2018 - Feb 2021 | Freiburg

MSc Sustainable Systems Engineering - University of Freiburg

MSc

Master Thesis: 1.0 (German grade), equiv. 100/100, 4.0/4.0.

Overall Grade: 1.7 (German grade), equiv. 91/100, 3.6/4.0.

Focused on sustainable systems, materials, and data-driven analysis.

Feb 2018 - Aug 2018 | Taipei

MSc Graduate Institute of Automation and Control - NTUST

MSc

Completed all required courses; received admission to Freiburg to continue thesis and degree.

Strengthened control systems, automation, and applied research skills; accepted to continue MSc thesis in Freiburg.

Sep 2012 - Jun 2016 | New Taipei City

BSc Mechanical Engineering - Chang Gung University

BSc

Overall grade: 1.3 (equiv. 3.8/4.0). Dean's List: Feb 2014, Sep 2014, Feb 2015.

Foundation in mechanics, materials, and engineering workflows.

Credentials

Licenses & Certifications

Snapshot of current credentials. Filter for what you care about.

Data Science

Data Science Foundations

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Data Science

Databases and SQL for Data Science

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Data Science

Python Project for Data Science

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Data Science

Python for Data Science and AI

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Data Science

Data Science Methodology

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Data Science

Data Science Orientation

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Experience

Recent impact

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Selected projects

Shipping AI and data products

Skills

Toolbox

Instruments I reach for most when shipping AI and data products.

AI & GenAI

LLMs, RAG, and agentic tooling.

LangChainLangChainLangGraphLangGraphLlamaIndexLlamaIndexChainlitOpenWebUIRAGPrompt OpsEvaluation

Languages & Delivery

Clean code, versioning, and automation.

PythonHTML/CSSMySQLShellGit/GitLabGitHub ActionsCI/CDLaTeX

Data & Semantics

Graphs, ontology, and analytics.

SPARQLGraphDBOntologyKnowledge GraphsSQLPandasETL

Frameworks & Delivery

APIs, testing, and deployment.

FastAPIFlaskDockerREST APIsPyTorchscikit-learnPytestJira / Notion

Mechanical

Simulation, CAD, and hardware.

FEMLS-DYNALS-DYNACADSimulationArduino

Let's collaborate

Need a builder for your next AI product?

I'm open to consulting, fractional leadership, or full-time roles that value pragmatic shipping.

Taipei, Taiwan Global · Remote-friendly Mandarin / English / German