Curriculim Vitae
Niels van der Burg
Introduction
My focus is on leveraging today’s and tomorrow’s information technology to create unique value propositions that are not yet available in the market. Achieving this requires four core competencies: creativity, patience, social skills, and know-how.
- Creativity to envision the world from various perspectives.
- Patience to take the time to understand how and why the world functions as it does.
- Social skills to engage with peers, superiors, and experts, gaining valuable insights and perspectives.
- Know-how to transform value propositions into tangible products.
Whether it is envisioning the world five years from now, building alliances with customers, aligning team members, or realizing a vision, you can rely on me to help turn that vision into reality.
Education
Fontys Hogeschool IT processes and data specialist (2020-2024) Bachelor Applied Science
Activities: Fontys Delta (Fontys excellence program).
Specialization: Open Innovation focussing on processes and AI.
Summa College: System Administrator (2017-2020) Vocational education
Specialized in developing and maintaining network architectures with a focus on user permissions.
Projects
Project link: glow.nl
Wish You Were Here (WYWH)
Generative AI Project
Role: Not relevant
Duration: one month
Led the development of Wish You Were Here (WYWH), a pioneering generative AI project focused on faithfully recreating vintage postcards from the 1900 to 1960 era utilizing Stable Diffusion technology. Leveraged publicly licensed materials to ensure compliance and versatility for integration into various products. Achieved a finely-tuned model tailored for crafting custom vintage postcards. Distinguished features include the precise replication of postcard damage such as scratches, seams, and watermarks, adding an authentic vintage aesthetic to the final products.
Skills
Organization
Data
Programming
Machine learning
Generative AI
Organization
Process improvement (Expert) –
Specialized in improving processes with the usage of IT. Focussing on future developments of AI.
A client focussed approach is central for all development. I enjoy being close to internal and external clients.
Start-up support (Advanced) –
Assisting start-ups in development by focussing on core values, legal and customer needs.
Customer Experience (Novice) –
Using IT and process knowledge to improve customer experience by decreasing the duration of a process and improved relation with clients.
Project management (Novice) –
Understanding of Lean and Agile project management.
Data
Initial Data Analysis (Advanced) –
Able to perform initial analysis of data in various formats like: Network, table and geographic.
Exploratory Data Analysis (Advanced) –
Able to perform an Exploratory Data Analysis. This means I can: Clean data, create graphs to explain phenomena.
Data Visualization (Advanced) –
Can Create a variety of visualizations in:
- Matplotlib,
- Pyplot,
- Excel,
- Power BI.
Data Storytelling (Advanced) –
Able to communicate the data in stories about organizations and indivduals. Often done in colalboration with PowerPoint.
SQL (Advanced) –
Able to obtain, sellect, group and join data from a structured database.
Programming
Python (Expert) –
Experience with Pandas, NumPy, web development with Jinja and Django and Matplotlib
SQL & Database (Expert) –
Specialized in designing and realizing databases for organizations to support operations.
Data engineering (Novice) –
Experience with creating and maintaining private data pipelines via programming methods like classes and functions to create case specific pipelines.
C++ (Novice) –
Arduino for quick prototypes of sensors and interactions.
Machine learning
Traditional Machine Learning (Expert) –
Experience with creating and training pipelines, ensembles and custom transformers. Used it for regression, classification and reinforcement learning tasks.
Usage of generative AI (Advanced) –
Significant experience with the usage of generative AI for images and text generation for the creation of application and custom experiences. Experience with ‘Stable diffusion’ and ‘OpenAI applications’.
Deep learning (Novice) –
Experience with creating basic models based on existing architecture to train a drone to fly in simulation. Currently experimenting with AI for depth estimation in faces.
Reinforcement Learning (Novice) –
Experience with creating custom environments for training with usage of PPO, A2C and DDPN.
Generative AI
Generative AI Engineering (Advanced) –
Experience with designing, developing and deploying generative AI applications. Specialized in integrating large language models into existing business applications using Azure OpenAI, OpenAI API and Microsoft Copilot Studio.
Agentic AI Development (Advanced) –
Experience with developing autonomous and semi-autonomous AI agents, tool calling, multi-step workflows and orchestration. Familiar with Model Context Protocol (MCP), agent architectures and integration with external systems.
Prompt Engineering (Expert) –
Extensive experience with designing, evaluating and optimizing prompts for various generative AI applications. Experience with structured outputs, prompt testing, context management and improving model reliability through systematic evaluation.
AI Evaluation & Optimization (Advanced) –
Experience with developing evaluation pipelines, automated testing and performance monitoring for generative AI applications. Familiar with MLflow, LLM-as-a-Judge methodologies, tracing and iterative optimization.
Retrieval-Augmented Generation (Advanced) –
Experience with developing knowledge-driven AI applications using retrieval-augmented generation, vector search and knowledge graphs. Focused on improving contextual relevance and integrating organizational data into generative AI workflows.
Generative AI Research & Innovation (Advanced) –
Experience with researching emerging generative AI technologies, evaluating model capabilities and developing proof-of-concept applications. Familiar with local LLM deployment, model quantization and experimentation with open-source models.
Work experience
Bravx (formerly GAC Business Solutions) | 2024 – Present
Medior AI Consultant
Specializing in the research, development, and implementation of generative AI solutions within business environments. Focusing on AI innovation, intelligent agent development, process automation, and the integration of emerging AI technologies into existing IT infrastructures. Bridging the gap between technical possibilities and practical business applications through prototyping, product development, and knowledge sharing.
Data designer graduation
Student assistant for evening school
Providing support to evening school students for the subjects: data, AI and organizational issues.
HLB-Witlox van den Boomen Consultancy en accountancy | 2022 – 2023
Process optimization internship
Creating an improved process for estimating the available resources for the retirement of small-medium business owners.
Summa College | 2020 – 2024
System administrator internship
Assisting in the creation of a booking program for on location support and analysis of the possibility to install Wi-Fi over a 500-meter distance.
Acknowledge | 2018 – 2019
Service desk employee internship
Assisting clients with telecommunication and on location support.
Languages
Dutch (fluent)
English (skilled)
Public appearances
DIGIREAL lunchmeeting 7: AI chatbots en deepfakes (Link)