Hello from Guglielmo,

Data scientist and Bioinformatician

Advanced expertise in developing and managing high-quality machine learning algorithms and in crafting bioinformatics web applications

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About Me

My introduction

Data scientist, with extensive experience in machine learning models and algorithm development, adept in web technologies and bioinformatics application management.

03+ Years
experience
03+ Companies
worked
15+ Completed
projects

Skills

My technical level

Programming Languages

Several years of experience

Python

95%

Java

40%

R

90%

C++

75%

C

65%

Technologies

Several years of experience

Docker

85%

Kubernetes

30%

Git

90%

React Native

80%

Bash

85%

Bootstrap

80%

Database Systems

Several years of experience

MySQL

70%

PostgreSQL

70%

Microsoft SQL Server

85%

MongoDB

80%

Qualifications

My personal journey
Education
Work

M.Sc. in Medical Bioinformatics

University of Verona, IT
110/110 wiht honors
2018 - 2020

B.Sc. in Computer Science

Univerity of Catania, IT
110/110 wiht honors
2015 - 2018

Bioinformatician

Cogentech s.r.l.
June 2022 - Present

Artificial Intelligence Specialist

Fire Group s.p.a.
Sep 2021 - Jun 2022

Research Fellow

University of Verona
Nov 2020 - Aug 2021

Expertise

Areas of Interest

Data Science

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Data Science

  • I perform extensive data analysis and interpretation to understand patterns and trends.

  • I manage and optimize data systems, and design algorithms for data mining and research purposes.

  • I provide actionable insights based on data analysis.

Artificial Intelligence

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Artificial Intelligence

  • I develop and implement advanced AI models, including deep learning and neural networks.

  • I specialize in creating intelligent chatbots for a variety of applications, enhancing customer service and engagement.

  • I build and maintain scalable AI solutions in production.

  • I collaborate with cross-functional teams to understand business requirements and design effective AI systems.

Python & Automation

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Python & Automation

  • I develop efficient and robust Python applications, optimized for performance and scalability.

  • I design and implement automated processes, including the creation of bots, to streamline operations of all types, including business processes, thereby improving productivity and accuracy.

Web Develop

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Web Develop

  • I create responsive and user-friendly websites using HTML, CSS, Bootstrap and JavaScript.

  • I ensure optimal website performance and design aesthetics across various devices and browsers.

Bioinformatics

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Bioinformatics

  • I leverage bioinformatics tools and techniques for comprehensive analysis of biological data.

  • Integration of computational and biological sciences to extract meaningful insights from complex biological systems.

Portfolio

Most Recent Work

PyTorch Dino AI Game

Training an AI model to play the Chrome Dino Game using PyTorch and EfficientNet.

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Advent of Code

Solutions to the AoC calendar problems puzzles for 2021 and 2022 with Python. The solutions have been added to the awesome-advent-of-code repository.

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Featurewiz Logo

Featurewiz

Contributions to Featurewiz, an open source advanced machine learning library to perform Feature Selection and Feature Engineering.

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Bamsurgeon

Contributions to Bamsurgeon, a set of tools for adding genomic variants to SAM/BAM/CRAM files, for testing variant callers.

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IMDb Sentiment Analysis

Analysis (with NLP techniques) and binary sentiment classification on movie reviews from the IMDb dataset .

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Medium Articles

See some of my published articles

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Contact Me

Get in touch

Telegram

@GuglielmoCerri

Email

cerriguglielmo@gmail.com

Location

Italy, IT