I just need a generic Trail Running Race ( with Distance and Elevation ) and a valid UTMB index ( beetwen 0 - 1000) How i scrape the data Everything i scraped is totally accessible online, for free, I use the script in api/ folder to do so How i train the model After having access to data, i start by making a Regression Model trained on the dataset i create scraping ( 12 000 + races and 54 000+ runners), I used PyTorch and XGBRegressor / scikit-learn to build , train and evaluate the model

Used Tech Stack : Mistral AI (to embed the description the user gives) Pinecone (a vector DB to store all the anime embeddings) Telegram.py API (to handle the bot behavior) Selenium (to scrape data) First PART : Scrape the data (selenium) Using selenium i scrape lots of anime from anime websites and store data about lots of anime (including title, image, descriptions, genres , etc . . .) I store everything in a json file to handle easily everything offline !

I’m start running 6 month ago and now i’m quite into the running community and i’m loving it. While running i start to feel better and i know a lot of people sharing the same hobby and i’m starting wonder if i can something to make the community better The problem one problem i faced while running is the lack of data viability and visualization … i mean, Strava ( the app i and almost every runner use ) offer some chart of your activities but is not enough for a geek like me … So i decide to do something to resolve this issue

FRANCESCO DE ROSA HI ! :D , I’m francesco and i’m a CS student , i’m a really curious and geek boy born in Foligno, PG , ITALY in 28/06/2002 This is just a personal blog post where i just introduce myself , if you want to contact me, please refer to my social links below : instagram : https://www.instagram.com/sono_francesco_ciao/ telegram : https://t.me/FREED_uu

Why I’ll start Because I’m start to feel the necessity of producing something instead of consuming , I want to share value and learn every day something new. I’d like to become a pro in writing beautiful markdown and rephrase ideas, building knowledge basically is what i want to focus in this 2025 I’ll setup all my ideas and notes/information Using Obsidian i’ll track everything i learn this year and in 2026 i’ll see if obsidian is a valid tool to do so, i want to share also everything i learn and know in a public and simple solution.