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Name: Marian Farah

Type: User

Location: San Francisco

My name is Marian Farah. I am based in the San Francisco Bay Area
I have a PhD in Bayesian Statistics, and I work and consult in the AI space
I am passionate about using science and AI to help create a more sustainable future 🌍 🌏 🌎
Why Frogstar World B? Because it is home to the Total Perspective Vortex AND Milliways 😄
These days you will find me playing with LLMs
Follow me / message me on LinkedIn or X/Twitter

For advisory / consultation work, please reach out through de Finetti Labs.

Marian Farah's Projects

Apply advanced classification and regression using CatBoost to data from the healthcare/insurance sector.

Fine-tune a BERT model for a sentiment analysis task using 50,000 IMDB movie reviews and their sentiment labels.

Fun with Gaussian processes.

Practical tutorials of Graph NNs to classify nodes and graphs using PyTorch Geometric (aka PyG).

Image classification with Keras

Build a Generative Pre-trained Transformer (GPT) from scratch in stages using the works of Shakespeare for training.

From zero-to-hero type tutorials for training Deep NNs with Pytorch.

Apply fine-tuning and transfer learning for regression to ChemBERTa, a BERT-like model applied to chemical SMILES data.

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.