Davide Perozzi

Experience

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  GeoMORE

  Jan 2020 - Jan 2020

  Software Developer

  Led my team in the design and implementation of GeoTour mobile app. My responsibilities included:- Engineering and developing app front-end in React Native and back-end in Firebase- Interpreting and achieving stakeholders’ goals- Discussing and assigning tasks to teammates

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  CYENS Centre of Excellence

  Jan 2023 - Jan 2023

  Research Intern

  As part of a research team, I developed a cycleGAN system focused on night-to-day image translation. My responsibilities included:- Reviewing literature and analyzing project requirements- Identifying, cleaning, and preprocessing suitable datasets- Selecting architecture and designing the system pipeline- Iterating model training and evaluating performance

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  Cellply

  Jan 2023 - now

  Software Developer

  I’m currently working at VivaCyte® analytical software for cell detection and data analysis. My responsibilities include:- Developing and maintaining software back-end using TypeScript- Developing and maintaining detector pipeline using Python- Engineering and curating in-house datasets- Training and evaluating cell detection model- Writing technical documentation- Staying up-to-date with novel techniques of detection in bio images