Nghia Duong-Trung - Industrial Consultancy

AI Advisor (Consultant contract)
Duration: 12.2025 - present
Location: Tbilisi, Berlin
Tasks:
- Provide expertise in developing a strategic roadmap and advising on the design of a system architecture for a future Data Driven Decision Making (DDDM) system, including levels of data access, data aggregation, governance structures, and options for integration with external and emerging technologies.
- Support the client in conducting an on-site diagnostic and inventory of the current data landscape in the education sector, including assessment of existing resources, practices, and identification of key gaps, limitations, and opportunities for improvement.

AI Advisor (Consultant contract)
Duration: 12.2025 - present
Location: Wuppertal, Berlin
Tasks:
- Consult the development of a secure chatbot architecture that integrates seamlessly with the existing Wupperverband databases.
- Conduct a series of workshops: concept, pipelines, and best practices for the lifecycle of AI models (modeling performance monitoring, MLOps, retraining, transfer learning, foundation models, RAG, and agentic AI).

AI Advisor (Consultant contract)
Duration: 02.2025 - 10.2025
Location: Berlin
Tasks:
- Advised cross-functional development teams on assessing and enhancing reusability of learning assets, theme trees, compendium texts, theme-based QA pairs, metadata enrichment for large-scale learning resources, knowledge extraction, knowledge-graph–supported machine learning, mapped adaptation variables, and editorial/authoring environments.
- Designed and developed ML/AI prototypes to strengthen WirLernenOnline(WLO)’s capabilities in delivering high-quality Open Educational Resources (OER).

AI Advisor (Consultant contract)
Duration: 02.2025 - 04.2025
Location: Berlin
Tasks:
- Advised on LLM routing/orchestration, model efficiency, and data engineering to enhance teacher-facing chatbots with personalized, privacy-aware support.