Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
projects
Reinforcement Learning for the CartPole problem
I implement a Q-Table and a Deep Q-Network (DQN) to solve the CartPole problem
Fake News Detection using Deep Learning
Implemented a transformer and a RNN model to detect fake news in news articles
Segmentation of lung cancer cells in 3D CT Scans
Implemented a 3D U-Net model using Monai framework to segment lung cancer
RNA Clustering using Graph Neural Networks Embeddings
Implemented an encoder with distance loss to cluster RNA secondary structures
Silo Detection in Satellite Images (Ecole polytechnique x QuantumBlack Hackathon)
ResNet network to detect silos in satellite images, delivering a real-time, globally-operable prototype within 24 hours and using Grad-CAM for segmentation
publications
Does Structural Information Improve ESM3 for Protein Binding Affinity Prediction?
Published in Accepted at Machine Learning for Structural Biology (MLSB) Workshop, NeurIPS, 2024
This preprint paper is about evaluating the impact of different relaxation strategies on variant structures for mutational binding affinity prediction, using ESM3 as an multimodal encoder.