Farouk HAKEM

Data Scientist | Machine Learning Engineer

I'm a Data Scientist with more than 5 years of experience and here is my portfolio which consists of differents topics such as supervised machine learning, deep learning, times series analysis and NLP (particulary LLMs). I develop machine learning models and deploy them on an industrial scale. I work transversally on the model lifecycle, and make sure models are properly integrated into complex systems.

Projects

Admia - Legal AI Assistant

An AI-powered legal assistant leveraging RAG technology to help administrative professionals navigate French administrative law using official government sources.

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Football Tracking

In order to achieve full automation of the annotations of football games, we seek to detect the shots taken by the players on the video using video.

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Fraud Detection

I have developed machine learning models for fraud detection in the banking/insurance domain. You can find here some important concepts.

Chatbots

Chatbots are application that interacts in a natural conversation between human beings. I have developed several chatbots, using different technologies but also in different sectors.

Neural Network Playground

A platform to raise awareness of the energy challenges of Deep Learning model training. A demonstration was made at CES in Las Vegas in 2019.

Collaborative labelling tool

A tool I deployed to allow efficient annotation of sentences by several teams of business experts to train an NLP model. I have also integrated the automatic pre-annotation.