š dzungphieuluuky
| **AI Research Enthusiast | Deep Learning Researcher | Generative AI Explorer** |
Undergraduate student passionate about advancing generative AI through the intersection of reinforcement learning and diffusion models. I
šÆ About Me
My interest includes but not limit at:
- Diffusion Models & Generative AI: Trying to master diffusion model architectures and VAE-related approaches.
- Reinforcement Learning: Exploring exploration-exploitation trade-off and designing more approaches to leverage experience better for decision-making.
- Representation Learning: Designing novel architectures with advanced learning capabilities for high-dimensional data distributions.
š ļø Technical Toolkit
Languages
Python, C++, German (Duolingo)
AI/ML Frameworks
- Core: PyTorch, TensorFlow, Hugging Face Transformers
- Specialization: Diffusers (HF), RL libraries (Ray RLlib, Stable Baselines3)
- Mathematics and MlOps: NumPy, SciPy, Pandas, Scikit-learn, wandb
Portfolio and Dummy blog post ā
š” What Iām Learning
- Tensortonic: Solving daily quests to kill some time
- German Language: Duolingo, learning basic vocabulary
- Diffusion generative modeling: How diffusion works and why it is better than traditional VAE?
- Deep reinforcement learning: Reference Reinforcement Learning: An Introduction by Sutton & Barto
š« Connect With Me
I love discussing deep learning stuff and its mysteries, Tensortonic problems and anything about neural architecture design:
| Platform | URL |
|---|---|
| š Website | dzungphieuluuky |
| š§ Email | Work Email |
| š¼ LinkedIn | Dung Pham |