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dnnxl/README.md

πŸ‘‹ Hi, I'm Danny 🌟

Based in Costa Rica πŸ‡¨πŸ‡· with roots from Hong Kong πŸ‡­πŸ‡°, I'm a PhD Student in Artificial Intelligence and High-Performance Computing at the University of Luxembourg πŸ‡±πŸ‡Ί. My research focuses on multimodal AI, foundation models, and trustworthy machine learning, with a particular interest in building effective systems under limited data and resource constraints.

Outside of my research life, I'm simply a curious builder who enjoys exploring ideas, hiking, taking long walks πŸŒ„, and enjoying the views that clear my head and spark new ideas πŸ’‘ along with tea or maybe coffee, and more unfinished side projects than I'd like to admit.

I enjoy creating things that can help people, whether that's open-source tools, community initiatives, benchmarking efforts, or experiments born from "what if we tried this?" conversations.

When I'm not doing research, you'll probably find me volunteering in IEEE communities ⚑, helping organize technology and science events, mentoring students, leading community-driven projects, hiking in the mountains πŸ”οΈ, traveling, or photographing nature. Many of my most valuable opportunities, collaborations, and friendships have grown from community spaces.

I love connecting people, exchanging ideas, and collaborating on meaningful or occasionally slightly crazy projects. If you're building something impactful 🌱, experimental πŸ§ͺ, community-driven 🌍, or simply fun πŸŽ‰, I'd be happy to connect.

🌱 Research Interests 🌱

  • πŸ‘οΈ Vision-Language Models
  • πŸ€– Multimodal Foundation Models
  • πŸ–ΌοΈ Computer Vision
  • πŸ“– Natural Language Processing (Spanish NLP)
  • 🧠 Representation Learning
  • 🌍 Low-Resource Multimodal Learning
  • πŸ”¬ AI for Science
  • 🧬 AI for Neurology
  • πŸ₯ Biomedical AI
  • βš–οΈ Responsible AI
  • 🎨 Generative Modeling
  • βš–οΈ Trustworthy Machine Learning

πŸ“š Publications πŸ“š

You can explore my research works on Google Scholar β€” recent venues include GECCO 2026, CVPR 2025, CLEI 2025

πŸ“« How to reach me πŸ“«

Research is best when ideas, people, and disciplines come together.

Pinned Loading

  1. imagine-laboratory/squeeze_every_bit imagine-laboratory/squeeze_every_bit Public

    This is the official code for 'Squeeze Every Bit of Insight: Leveraging Few-shot Models with a Compact Support Set for Domain Transfer in Object Detection from Pineapple Fields' and 'Simple Object …

    Python 14

  2. imagine-laboratory/pinesort imagine-laboratory/pinesort Public

    This is the official code for 'PineSORT: A Simple Online Real-time Tracking Framework for Drone Videos in Agriculture' project.

    Python 13

  3. imagine-laboratory/vlm-od-agriculture imagine-laboratory/vlm-od-agriculture Public

    This is the official code for 'From Semantic Reasoning to Geometric Precision: Optimizing Multimodal Foundation Models via Custom Prompting and Parameter-Efficient Fine-Tuning for Crop Counting' pr…

    Python 1