Luca GattoniLG
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Luca Gattoni

@lucagattoni

Senior Machine Learning Engineer specializing in impactful AI solutions.

Ireland
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What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and growth in AI and ML.

I am a Senior Machine Learning Engineer with over 10 years of experience in Data Science and Machine Learning. My expertise lies in applying cutting-edge techniques, including Generative and Agentic AI, to build impactful proofs of concept (POCs), minimum viable products (MVPs), and scalable, production-ready ML solutions. I thrive on collaborating closely with stakeholders and data scientists to identify high-impact problems and design tailored, data-driven solutions.

Throughout my career, I have successfully led end-to-end ML projects across various domains, including Natural Language Processing (NLP), Computer Vision, and Audio Processing. My recent role as Lead AI/ML Research Engineer at Remote allowed me to spearhead the development of advanced AI solutions, such as a state-of-the-art Text Analysis Platform and a multimodal RAG-based QA system. These projects not only showcased my ability to innovate but also demonstrated my commitment to delivering measurable business impact through AI.

Experience

Work history, roles, and key accomplishments

IC
Current

Machine Learning Engineer

Independent Consultant

Jan 2024 - Present (1 year 6 months)

Delivered machine learning consulting across diverse industries, developing rapid, customised solutions including Agentic AI, RAG, LLM integration, proofs of concept (POCs), and minimum viable products (MVPs). Collaborated with stakeholders to define business objectives and design scalable, production-ready ML workflows.

RE

Lead Machine Learning Engineer

Remote

Jan 2020 - Jan 2024 (4 years)

Directed a Machine Learning team in developing advanced AI-driven cybersecurity projects, spanning Natural Language Processing (NLP), Computer Vision, and Audio Processing. Spearheaded the full lifecycle of projects, from conceptualisation to deployment with a modern MLops approach, leveraging state-of-the-art models including Large Language Models (LLM) and Visual Transformers.

DE

Lead Software Engineer

DEPT

Jan 2018 - Jan 2020 (2 years)

Led the development of key projects, including a financial platform for Euronext, one of the largest companies for fund listings worldwide. Played a key role in creating advanced data-driven platforms, such as e-commerce solutions for GlenDimplex, and designed solutions for real-time data integration, processing, and visualisation.

ES

Machine Learning Advisor

Elite Style Solution

Jan 2016 - Jan 2018 (2 years)

Provided expert guidance to help companies seamlessly integrate ML into their business logic, enhancing their operations and decision-making processes. Conceived and taught an introductory ML course for developers, equipping them with essential skills to apply ML in their work. Played a key role in organising events to promote the adoption of machine learning among businesses in the Bologna area.

SI

Principal Software Engineer

SIUrO

Jan 2011 - Jan 2016 (5 years)

Played a key role in the success of this Scientific Society by leading the development of an advanced online platform for urological-oncology research and studies. Conducted data analysis on clinical trials and medical surveys, gaining in-depth insights into medical survey data to enhance research outcomes.

NE

Founder, CTO

NET051

Jan 2006 - Jan 2011 (5 years)

Founded an IT company specialising in Software Development, Web Development, and advanced web applications, leading overall company operations and strategic direction. Managed end-to-end project lifecycles and provided leadership and mentorship to teams, developing full-stack software solutions including the European-funded EUROGENE project.

PU

Chief Information Officer

PUBLINORD

Jan 2000 - Jan 2006 (6 years)

Transformed the company from a traditional telemarketing business with minimal IT infrastructure into a modern digital enterprise, establishing a dedicated IT department. Led the company’s ventures into web marketing, e-commerce, and online video streaming, playing a key role in developing a highly successful, fully customisable e-commerce platform and a dedicated video platform.

Education

Degrees, certifications, and relevant coursework

GO

Google

Certificate Program, Machine Learning

This level one certificate exam tests a developer’s foundational knowledge of integrating machine learning into tools and applications. The certificate program requires an understanding of building TensorFlow models using Computer Vision, Convolutional Neural Networks, Natural Language Processing, and real-world image data and strategies.

Stanford University on Coursera logoSC

Stanford University on Coursera

Full certification, Machine Learning, Data Mining, and Statistical Pattern Recognition

Full certification in the course “Machine Learning, Data Mining, and Statistical Pattern Recognition” by Andrew Ng, Stanford University. Covered supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks) and unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). Also included best practices in machine lea

UB

University of Bologna

M.A. in Science of Communications, Science of Communications

Studied Science of Communications.

SS

Scientific High School

High School Diploma, General Studies

Obtained a High School Diploma.

Coursera logoCO

Coursera

4-course certificates, Machine Learning

Completed 4-course certificates about developing ML models with Tensorflow: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning; Convolutional Neural Networks in TensorFlow; Natural Language Processing in TensorFlow; Sequences, Time Series, and Prediction.

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Luca Gattoni - Machine Learning Engineer - Independent Consultant | Himalayas