I'm Mason (he/him)! I am a PhD in applied machine learning working as a Founding Machine Learning Engineer at Okareo.
Most of my GitHub activity for 2022-23 is visible at @masondelro.
- A set of Python tutorials on how to implement ML explainability/fairness methods from scratch.
- A portfolio of data science projects to refresh my data cleaning/ML skills. Includes the following projects:
- Tweet sentiment classification with BERT and fine-tuned GPT-3.5
See the Colab notebook I wrote for this functionality here:
(AI service, SDK)
(Data ingestion, data querying (Trino/SQL))
(demo notebook, debugging/prototyping)
My doctoral dissertation. Investigated techniques from statistical machine learning and deep learning to improve compressive CSI estimation in 5G networks.
(reproducing experiments; training/evaluating ML/DL models)
(typesetting; see here mdelrosa/PhD_Thesis_MDR)
An implementation of a speech vocoder/synthesizer for a graduate course in Digital Signal Processing. Check it out here (mdelrosa/eec201_final_project).
(vocoder implementation)
