Hello, I'm Guglielmo Cerri

Senior Data scientist

Senior Data Scientist specializing in Generative AI, Large Language Models (LLMs). At Avvale, I led the development of AI-driven enterprise solutions, fine-tuned LLMs for specialized business applications, and deployed generative models that enhanced productivity and decision-making across industries.

Contact Me

About Me

My introduction

Senior Data Scientist at Avvale, specializing in Generative AI and Large Language Models. I design and ship end-to-end GenAI solutions — RAG architectures, semantic search and AI agents — on Microsoft Azure and Google Cloud. Google Cloud Professional ML Engineer and Microsoft Certified Azure AI Engineer, with a strong background in machine learning, bioinformatics and enterprise software.

05+ Years
experience
05+ 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%

Cloud Platforms

Certified & production experience

Google Cloud (GCP)

95%

Microsoft Azure

90%

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

Senior Data Scientist

Avvale s.p.a.
Sep 2024 - Present

Bioinformatician

Cogentech s.r.l.
June 2022 - Aug 2024

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

View More

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.

Generative AI & LLMs

View More

Generative AI & LLMs

  • I build production Generative AI solutions powered by Large Language Models, including RAG pipelines, semantic search and AI agents.

  • I fine-tune and orchestrate LLMs (Azure OpenAI, Gemini) with vector databases and embeddings for enterprise use cases.

  • I develop custom NLP and deep learning models, from NER to intelligent chatbots and virtual assistants.

  • I collaborate with cross-functional teams to translate business requirements into effective, scalable AI systems.

Python & Automation

View More

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

View More

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

View More

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.

Cloud & MLOps

View More

Cloud & MLOps

  • I architect and deploy AI workloads on Microsoft Azure and Google Cloud, leveraging Azure OpenAI, AI Search, Vertex AI and BigQuery.

  • I orchestrate containerized services on Kubernetes (AKS/GKE) with Docker, Istio and GitOps-based continuous deployment.

  • I ensure secure, observable and scalable solutions, including PII management, data sanitization and monitoring dashboards.

Portfolio

Most Recent Work
Khazad semantic cache

Khazad

Transparent, transport-layer semantic cache for LLM API calls, powered by Redis 8 Vector Sets. Works with OpenAI, Anthropic and Gemini.

View
TubeTrim YouTube summarizer

TubeTrim

Summarize any YouTube video in 12 languages using open-source LLMs without API keys. Built with FastAPI, Gradio and Hugging Face.

View
PyTorch Dino AI Game

PyTorch Dino AI Game

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

View
Advent of Code

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.

View
Featurewiz Logo

Featurewiz

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

View
Bamsurgeon

Bamsurgeon

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

View
IMDb Sentiment Analysis

IMDb Sentiment Analysis

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

View

Medium Articles

See some of my published articles

> Would you like to get to know me better?
> You want to collaborate with me?

Contact me now!

Contact Me

Get in touch

Telegram

@GuglielmoCerri

Email

cerriguglielmo@gmail.com

Location

Italy, IT