Hello I'm
Gabriele Medeot
Professional Freelance Machine Learning EngineerI offer ML services with a focus on early stage startups which need guidance and help prototyping their ideas.
I offer ML services with a focus on early stage startups which need guidance and help prototyping their ideas.
I offer a variety of services for startups and enterprises alike
I build prototypes using existing open-source technology to provide demos of your idea. I create and optimize machine learning models specific to your business requirements. I optimize and develop existing prototypes by optimizing open-source code, to better fit your system. Additionally, I fine-tune existing algorithms and explore novel approaches to improve model performance.
I guide your team of junior engineers or researchers to optimize their productivity and help them when they encounter challenges. I assist in prioritizing tasks for them, whether for short-term goals or long-term projects. Additionally, I provide support when additional manpower is needed for specific tasks or projects
I offer strategic guidance on machine learning adoption, project scoping, and feasibility. I help align ML initiatives with business goals. If your team encounters any challenges, I help troubleshoot and apply machine-learning techniques to resolve existing business issues.
I design and build efficient data pipelines tailored to your company’s needs to ensure seamless data flow, enabling effective data analysis and model training. I analyze and visualize data to uncover patterns, trends, and insights.
I deploy machine learning models into production environments, making them accessible for real-world use. Additionally, I set up monitoring systems to track model performance and detect anomalies.
I audit your company's technology and see where AI can be used to improve your systems. Additionally I check where the AI technology currently in use is obsolete and can be replaced with the state-of-the-art.
I am a Senior Machine Learning Researcher with 9 years of experience. I started working with a startup in a very early stage and helped with its developement till it got acquired. I also have experience with the corporate world having worked 4 years at TikTok.
I am a Machine Learning Researcher and Software Engineer, specializing in deep learning and generative models. I am able to build Machine Learning models rapidly and move them efficiently from prototype to production. I have experience supervising teams of up to 6 people. I have a strong ability to learn quickly and acquire new knowledge easily. Additionally, I am a musician, playing wind instruments: clarinet, saxophone, and flute.
Top unicorn startup TikTok is revolutionising content creation and consumption through the use of Artificial Intelligence. I am currently part of the London SAMI team where I contribute to state-of-the-art Machine Learning research, with a focus on speech, audio and music intelligence. I also supervise groups of up to 5 people for particular projects.
At Jukedeck we did cutting edge research in the field of music generation with deep learning. The startup has been featured in BBC, The Financial Times, The New York Times, Wired and Forbes and won prizes like Techcrunch, Le Web, and the Cannes Lions innovation award. I brought machine learning to Jukedeck in 2015, and since then helped to build the team via helping out the hiring. At Jukedeck I developed machine learning prototypes, researched new models and also managed a Junior Machine Learning Researcher.
As part of my Master's Degree, I visited the C4DM lab in the QMUL for 6 months to work on my thesis, which was about music generation using Artificial Intelligence
I learnt to design and implement artificial intelligence and robotic systems, as well as the interdisciplinary skills that are essential to managing complex projects and their impact on the society.
I learnt all the skills required to design software in most programming languages as well as manage complex projects from beginning to the end.
Here I studied clarinet performance to the professional level, and acquired the skills needed to play clarinet in orchestra and chamber music ensembles and teach music theory and clarinet performance.
Take a look at some of my latest work