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Adam Tang

GenAI Engineer | Data Scientist
Resume

GenAI Engineer | Data Scientist

Adam Tang — I turn complex ideas into working products.

I turn complex requirements into reliable AI, data, and software products—combining engineering depth with clear delivery.

Research rigor Product delivery Cross-cultural teams
Book a call US resume EU CV
Location Taipei, Taiwan
Focus GenAI, Data Engineering, Product Strategy
Contact yushengtang1993@gmail.com
Phone +886927878287

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

Selected contexts

Blending research rigor, production delivery, and business execution.

Fraunhofer EMI Aurore Collection University of Freiburg NTUST Chang Gung University

What I do

High-impact focus areas

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

01
Project Management

Agile delivery and requirements

Scrum, Kanban, and clear scope control.

See tactics
  • Agile management and requirements refinement
  • Scrum and Kanban workflows with stakeholder updates
  • Risk tracking and proactive issue resolution
02
Sustainability

Resilience & renewable systems

Energy, sustainable materials, and resilience engineering.

See tactics
  • Renewable energy and lifecycle analysis
  • Sustainable material assessment
  • Resilience engineering approaches
03
Web development

Full-stack product build

Frontend, backend, data, and deployment.

See tactics
  • APIs, servers, Dockerized services
  • Databases and RESTful interfaces
  • Data space integrations
04
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

A chronological path from mechanical engineering to sustainable systems; expand each milestone for details.

  1. BSc

    Sep 2012 - Jun 2016 | New Taipei City, Taiwan

    BSc Mechanical Engineering - Chang Gung University

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

    Foundation in mechanics, materials, and engineering workflows.

  2. MSc

    Feb 2018 - Aug 2018 | Taipei, Taiwan

    MSc Graduate Institute of Automation and Control - NTUST

    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.

  3. MSc

    Oct 2018 - Feb 2021 | Freiburg, Germany

    MSc Sustainable Systems Engineering - University of Freiburg

    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.

Credentials

Licenses & Certifications

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

Experience

Recent impact

Quick meta view; open any role to see responsibilities and outcomes.

Selected projects

Shipping AI, data & engineering products

Scan the portfolio, then open any project for ownership, architecture, technical decisions, and outcomes.

Skills

Skills at a glance

Four capability areas, from AI systems to product delivery and engineering foundations. Expand any row for the full toolkit.

01
Applied intelligence

AI & Knowledge Systems

Grounded assistants, agent workflows, semantic data, and evaluation.

View toolkit

Orchestration

LangChainLangChain LangGraphLangGraph LlamaIndexLlamaIndex Agentic workflows

Semantic modeling

SPARQL GraphDB Ontology Knowledge Graphs

Experience & quality

Ollama GraphRAG Prompt Ops Evaluation
02
Software systems

Software & Data Engineering

APIs, data pipelines, tests, and deployable runtimes.

View toolkit

Data pipelines & analytics

PythonPython SQL Postgres PandasPandas ETL

Application layer

FastAPIFastAPI FlaskFlask REST APIs JavaScript HTML/CSS

Runtime & reliability

DockerDocker Cloudflare Supabase MySQL Pytest
03
Product execution

Product & Delivery

From requirements to coordinated, repeatable delivery.

View toolkit

Frame & lead

Product ownership Requirements Agile / Scrum Risk tracking

Version & deliver

Git / GitLab GitHub ActionsGitHub Actions CI/CD Jira / Notion LaTeX
04
Engineering foundation

Mechanical & Systems

Physical modeling, simulation, control, and experimentation.

View toolkit

Modeling & simulation

FEM LS-DYNALS-DYNA CAD Simulation Moldex3D

Physical systems

Arduino Control systems Experimentation Signal processing

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.

Email Adam Call Adam Connect on LinkedIn
Taipei, Taiwan Global · Remote-friendly Mandarin / English / German