- 👋 Howdy, I’m Alexandre!
- 🤖 I’m passionate about Generative AI, Machine Learning and Software Development.
- 💻 I’m currently looking for a job in Berlin (Germany) or remote.
- 💞️ I’m open to collaborate on any kind of projects.
- 🏃🏻 In my spare time, I like trail running, cooking and playing the blues harmonica.
- 📫 How to reach me: GitHub - EMail - LinkedIn - DEV blog
Take a look at the projects I am mostly proud of:
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AI Librarian - Meet Alice, your personal AI Librarian.
Alice is a robust conversational chatbot created to answer user queries about books and litterature in general, search a vector database, fetch book information from Wikipedia, and retrieve transcripts of book reviews from YouTube. But beware, she tends to talk a lot if you mention 19th century gothic romanticism so you better plan an full afternoon session with her ;) -
Movie Advisor - Movie night? Here are some ideas!
Chat with a virtual AI chatbot and get movie recommendations based on your watch history and preferences. This project implements a RAG system based on Langchain, Xata Postgresql and The Move DB. -
Virtual AI Avatar - Can't beat a chat with yourself.
A high-realistic virtual clone of my face and voice, driven by GPT3 and rendered in the Unreal Engine, showing advanced lipsync and facial animation.
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CNN Image Classifier - Small dataset, no problem!
A CNN classifier based on fine-tuned ResNet50 scoring 95% validation accuracy on CIFAR10. -
Robo Reviews - Combine models and automate tasks.
A genuine implementation of 3 ML models from HuggingFace: a clusterer, a sentiment analyser and a summarizer (based on fine-tuned Mistral) to automate product descriptions based on a dataset of reviews. -
Intent Classifier for Customer Service - Assist your customers, fast and efficiently
This project implements a zero- or few-shot intent classifier based on a fine-tuned GPT3 model, that can be used to provide inferencing service via an HTTP Service. -
Spotify Playlist Generator - Out of ideas? Create playlists from a prompt
This project implements a command-line Spotify playlist generator, based on an input prompt.
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Bike Helmet Detection - Be safe out there, wear a helmet!
A urban safety computer vision project. I fine-tuned YoloV8 to detect cyclists wearing helmets or not to increase awareness and reduce casualties. -
Rock Paper Scissors - Never lose again!
I created my own dataset, trained a CNN from scratch and made a computer vision app to recognize these 3 hand gestures in real-time. You can't play though, I know, how disapointing!