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Welcome to my page (はじめまして) ! 🌸

I'm a Data Scientist 👨‍🔬 with @pendingai helping to leverage data for intelligent AI-driven drug discovery. I have recently graduated from the University of Sydney 🇦🇺 and Kyoto University 🇯🇵 where I studied a double degree in Advanced Computing (Honours) and Data Science.

I specialise in all things AI from big data ETL to implementing machine learning experiment pipelines. Keeping up-to-date with researching cutting-edge SOTA models, I enjoy diversifying my skills across the many subfields of the deep learning community. It doesn't end there though, my passion for efficient algorithm design, optimisation and (really just) all things software has me exploring all the different areas of programming. But my real goal is to use these technologies to help solve deep tech issues through innovation and sustainable methods.

  • 🔭 I’m currently working on many things (I can't keep track... 😓)

  • 🌱 I’m currently learning about Graph Neural Networks 🕸, Quantum Markov networks and game development 🕹 paradigms

  • ❓ Ask me about anything related to the Python 🐍 ML tech stack

  • ⚡ Fun fact: I run trail ultra-marathons 👟 in my spare time




Languages and Tools

pytorch TensorFlow Python R Java C++ C Git Linux TypeScript JavaScript React Tableau Bash OpenCV HTML5 CSS3 Docker MongoDB PostgreSQL MySQL Redis AWS GCP Keras Grafana Power Bi Elastic Search Jenkins Tailwind CSS Material UI Swift LaTeX Kubernetes Flask Arduino Blender Unity Azure Figma Raspberry Pi GraphQL Bootstrap

Josh Bercich's Projects

2021-better-working-world-data-challenge icon 2021-better-working-world-data-challenge

This github repository has been created for participants in the Better Working World Data Challenge. It contains code and documentation used to set up and manage an analysis environment for completing the Challenge. Please use the Discussions tab for any questions, or to have friendly discussions with other participants in the challenge!

bbbc039 icon bbbc039

BBBC039 Nuclei Instance Segmentation: Analysis of U-Net model and segmentation modified RandAugment hyperparameter tuning.

biosimpy icon biosimpy

Experimenting with various different computer simulations in biology.

esther icon esther

Lightweight SDL2 game engine for cross-platform game development and learning C++

sudoku icon sudoku

Naïve journey to implement different sudoku solvers from scratch with some profiling insights and visualisations.

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