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Hi there šŸ‘‹

I'm Mason (he/him)! I am a PhD in applied machine learning working as a Founding Software Engineer at Okareo.

Most of my GitHub activity for 2022-23 is visible at @masondelro.

šŸ”­ Iā€™m currently working on ...

  • 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

šŸ‘€ Stuff I've worked on

šŸ”Ž Ranking/recommendation model support in TruEra Diagnostics.

See the Colab notebook I wrote for this functionality here: Open In Colab

  • Python (AI service, SDK)
  • Java (Data ingestion, data querying (Trino/SQL))
  • Jupyter Notebook (demo notebook, debugging/prototyping)

šŸ“± Efficient Deep Learning for Massive MIMO Channel State Estimation

My doctoral dissertation. Investigated techniques from statistical machine learning and deep learning to improve compressive CSI estimation in 5G networks.

šŸ—£ LPC Vocoder

An implementation of a speech vocoder/synthesizer for a graduate course in Digital Signal Processing. Check it out here (mdelrosa/eec201_final_project).

  • Octave (vocoder implementation)
  • LaTeX (typesetting report)

Mason's Projects

brat icon brat

Utilities for BRAT lab research.

comprobo15 icon comprobo15

The base repository for Computational Robotics at Olin Fall 2015.

csinet-quant icon csinet-quant

Repo for CsiNet-Quant -- Soft quantization for entropy-regularized DL CSI estimation

data-science-portfolio icon data-science-portfolio

A range of data science projects to showcase skills/technologies relevant to data science roles.

eec266_project icon eec266_project

Repository for project for Fall 2019 offering of EEC 266, Information Theory, at UC Davis.

elecanisms icon elecanisms

Master repository for ENGR3110 includes C and Python source code and supporting files

first-day-c icon first-day-c

A sample "Hello World" program in C for modification and exploration.

latex101 icon latex101

Repository for LaTeX101 workshop (UC Davis GradPathways 2021-22)

ldpc-ml icon ldpc-ml

Research into machine learning and ldpc code generation

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