Dear 2023, thank you! Published December 31, 2023 • 1 min read • View as Markdown W Wesley Kambale I'm a Machine Learning Engineer passionate about building production-ready ML systems for the African market. With experience in TensorFlow, Keras, and Python-based workflows, I help teams bridge the gap between machine learning research and real-world deployment—especially on resource-constrained devices. I'm also a Google Developer Expert in AI. I regularly speak at tech conferences including PyCon Africa, DevFest Kampala, DevFest Nairobi and more and also write technical articles on AI/ML here. Dearest gentle reader , We won some. We lost some. There's nothing else I can add. I wish you the very best of the 366 days ahead. With love, Wes . # 2023