I need some serious commitment Why i need that ? During this personal life time, i feel like i’m swapping between too many projects and ideas … with some progress also and this is getting me excited :D My personal Telegram BOT is really cool and i like it … i also start a webapp with a Youtuber on a topic i’m very interested in However i feel like i’m not doing enough … i try to find a ‘real’ job but i just apply to lots of job offer and never get a feedback

Breve introduzione Un LLM è un modello AI specializzato nel linguaggio, allenato su terabyte di dati di testo (spesso presi dal web) e reso accessibile agli utenti tramite un’interfaccia grafica. È un modello statistico in grado di prevedere il prossimo token, dato un contesto iniziale Cos’è un TOKEN Un token è una rappresentazione numerica che un LLM usa per rappresentare del testo … Facciamo un esempio : INPUT : sono un utente -> OUTPUT -> [60511, 537, 4518, 1576]

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