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Hello šŸ‘‹, Iā€™m Michael Ajao-Olarinoye

PhD Researcher | Data Scientist | Machine Learning Specialist

Researching Optimal Resource Allocation during Pandemics | Teaching Assistant

Coding

michaelajao

michaelajao

  • šŸ”­ I am currently working on Algorithms for Optimising Resource Allocation during the COVID-19 Pandemic.

  • šŸŒ± Iā€™m currently developing my knowledge in time series analysis, deep learning, algorithm design, and mathematical modelling within the realm of public health..

  • šŸ‘Æ Iā€™m interested in collaborating on deep learning, time series forecasting, Computer vision, and scientific machine learning projects.

  • šŸ“« You can reach me at [email protected]

  • āš” Fun fact: I believe my research can change the world, but first, I need to find that missing semicolon!.


Research and Projects

  • Optimal Resource Allocation during Pandemics: I am developing algorithms that optimise the distribution of critical healthcare resources during pandemics, such as COVID-19, improving the efficacy of public health responses.

  • Deep Learning for Time Series Analysis: Collaborating on research that applies recurrent neural networks (RNNs) networks for public health trend forecasting.

  • Scientific Machine Learning: Using physics-informed neural networks (PINNs) to solve real-world problems by combining data-driven models with scientific principles.


Teaching Experience

  • Teaching Assistant at Coventry University, specialising in Data Science and Machine Learning.

  • Mentor and guide for students at various levels, focusing on Python, Julia, machine learning, and algorithm design.


Skills and Tools

Programming Languages:

Python, JavaScript, Bash

Machine Learning/AI:

TensorFlow, PyTorch, Scikit-learn, Pandas

Web and DevOps:

Docker, Heroku, Node.js

Data Engineering and Tools:

Git, MySQL, Apache Hadoop


Let's Connect!

Feel free to connect with me for collaborations or discussions on impactful projects in machine learning, time series forecasting, or scientific research.

michaelajao michael-ajao @miolajtech2439


michaelajao

michaelajao

michaelajao

Michael Ajao-olarinoye's Projects

pinns4covid19 icon pinns4covid19

This repository was built to house the experimental data and code from the paper.

pyblish icon pyblish

Making publishing quality plots from python.

sir-julia icon sir-julia

Various implementations of the classical SIR model in Julia

vaccines-covid-19 icon vaccines-covid-19

Code to replicate analysis and figures supporting the findings of the manuscript entitled "Impacts of a delayed and slow-paced vaccination on cases and deaths during the COVID-19 pandemic: a modelling study"

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