👋 Hi, I’m Eva

I'm an AI Engineer and Researcher with a current focus on Computer Vision and Generative AI.
Learn more about my approach to AI and work experience on my personal website.

🧠 My Work Principles

• Simplify the complex
  Aim to explain challenging concepts in plain language, avoiding the dense jargon often found in academic papers.

• Avoid unnecessary work
  Take the time to assess whether it's truly worth it and how to approach it in the most efficient way possible.

• Organize for success
  Time spent organizing and maintaining clean code and workflows pays off not just in the long term but immediately.

• Respect technological boundaries
  Strive to recognize the limits of technology and avoid playing the role of omnipotent creator.

• Stay humble
  A little less ego goes a long way in achieving better results.

✍️ Latest Blogposts

• Understanding Byte-Pair Encoding Algorithm
• Can AI Achieve True Creativity?
• Algebraic Foundations of Low-Rank Adaptation
• LLMs for Those Who Missed Out
• How to Write Good Python Code

🛠️ Technologies I Work With

• Python, C++, Wolfram

• PyTorch, PyTorch Lightning, Hugging Face , NumPy, Pandas, Matplotlib

• Flask, Docker, AWS SageMaker

🔍 Current Projects

• Transformer Architectures Course.
  Deep exploration of transformer-based architectures such as BERT, GPT, T5, and others.
• VisualTransformer: Adaptation and Fine-tuning with JAX/Flax
  I'm working on adapting the Vision Transformer (ViT) model for computer vision tasks and optimizing it using JAX and Flax.