Farouk HAKEM

Data Scientist | Machine Learning Engineer

I'm a French Data Scientist and here is my portfolio which consists of differents topics such as supervised machine learning, deep learning, times series analysis or NLP. As part of my internship I used LLM (Bert, ElMo) to develop an advanced chatbot to improve customer relations. I have also had the opportunity to work for several years on fraud detection in several of these aspects. Some of my other projects are available below, often with a link to the code.

Projects

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.

Fraud Detection

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

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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Code

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.