Sebastian Panman de Wit

Freelance (Gen) AI Specialist

Implementing end-to-end (Generative) AI solutions with LLMs, Computer Vision, NLP etc

Sebastian Panman de Wit

Projects

Highlighted projects

Other projects

Freelance Python Developer

Programming tutor

Contributed to a coding bootcamp (Status200) designed for students with a migration background to build tech skills and transition into tech careers.

Freelance Gen AI Specialist

Gen AI Model Trends

Wrote a Medium article on the latest Gen AI model trends in December 2025: MoE models, quantiziation, and long context windows

Freelance Gen AI Specialist

Fine-tune LLMs tutorial

Wrote a comprehensive tutorial on Medium about fine-tuning an LLM, from data generation to hosting a chatbot online.

Freelance Gen AI Specialist

Evaluating LLMs

Wrote a comprehensive tutorial on Medium about evaluation LLMs, from including theory and practical application.

Freelance Gen AI Specialist

Large Language Models

Deployed open-source Large Language Models on AWS Sagemaker and improved outputs with Retrieval Augmented Generation (RAG) techniques.

Freelance Gen AI Specialist

Common LLM mistakes

Wrote a Medium article on common mistakes in local LLM deployment with specific solutions and examples using Ollama

Reviews

Reviews

Sebastian is a great freelancer and was key to the success of this project
Sebastian was very knowledgable in Large Language Models / AI. He was extremely professional, quick [..] and his communication was very impressive. He’ll be our “go to” “LLM / AI guy” from now on.
[Sebastian] demonstrated professionalism, dedication, and put in significant effort to deliver quality work [and was] attentive to details and showed a strong understanding of the task at hand [..]
Great work! [Sebastian] solved a very difficult problem quickly and efficiently. Would hire again!

Tools & Technology

Tools & Technology

Generative AI, Large Language Models, Natural Language Processing, Computer Vision

Machine Learning, MLOps, Forecasting / Predictive Analytics, MLOps, CI/CD

Azure, Google Cloud Platform, AWS, Databricks

Neural Networks, Transformer Models, Random Forest, XGBoost, Regression Analysis, SARIMA

Python, Javascript, Java, R

PySpark, TensorFlow, Pytorch, Scikit-learn, Langchain, OpenAI API, Spacy, NLTK, OpenCV, Yolo