Dylan ValerioAn AI Looks for FriendsI had an entertaining idea for a story where I had ChatGPT help my creative process. It’s a fun experience. With some tweaks and…8 min read·Mar 26, 2023----
Dylan ValerioinTowards Data ScienceLeveling up Training: NVTabular and PyTorch LightningTraining a wide and deep recommender model on MovieLens 25M4 min read·Jun 17, 2022----
Dylan ValerioinTowards Data ScienceParallels in AI and MedicineA medically themed reflection on the future of AI8 min read·May 3, 2022----
Dylan ValerioinTowards Data ScienceCollaborative Denoising Autoencoders on PyTorch LightningAutoencoders are a simple neural network approach to recommendation6 min read·Apr 28, 2022----
Dylan ValerioinTowards Data ScienceDeploying a Recommendation System the Kedro WayA tutorial to create a recommendation system pipeline with Kedro and MLFlow10 min read·Mar 28, 2022----
Dylan ValerioinTowards Data ScienceLevel Up Your MLOps Journey with KedroAdd structure to your machine learning projects to accelerate and sustain innovation6 min read·Mar 11, 2022----
Dylan ValerioinTowards Data ScienceA Name Across Time and NumbersThis post is a loving tribute to my daughter, whose eyes are shining stars in these dark and troubled nights.4 min read·Sep 19, 2020----
Dylan ValerioinTowards Data ScienceSimulating my own competition: Coupon RedemptionAs game master, I’ve set the problem to be: predicting which customers would redeem coupons under specific campaigns.6 min read·Feb 9, 2020----
Dylan ValerioinTowards Data ScienceImageAI: Object Recognition On The FlyIf a computer would have eyes, what would it be able to recognize?4 min read·Aug 25, 2019----
Dylan ValerioinTowards Data ScienceWill my Customer Come Back : Playing with CLVI’ve been tinkering with customer lifetime value modeling the past few days since the Olist dataset in Kaggle went up. In particular, I…6 min read·Jan 9, 2019----