Dorsa Rohani

Lung AI

Deep learning model that detects and classifies lung cancer using CT scans.
Achieves 98% accuracy in cancerous/non-cancerous cases and 83% accuracy classifying between four specific types of lung cancers.

4x Hackathon Winner - out of 1,500+ total competitor

Transformer from Scratch

The complete transformer architecture built from scratch with only numpy; to investigate its parallels to higher cognitive function in the human brain.

1,000+ stars on Github

Atmo-DNN

Deep learning model that determines the chemical atmospheric compositions of planets and stars. Aims to identify exoplanets with conditions supportive of carbon-based life and replace traditional spectroscopic methods.

Neural Network from Scratch

A feed forward neural network (multilayer perceptron) from scratch, built only with numpy; to explore the differences between artificial and biological neural networks.

Machine Learning from Scratch

Implementations of machine learning algorithms and data structures/algorithms from scratch. Also explores their relationships to the brain and nature overall.

Multi Style Transfer

Style transfer (for multiple images) is the synthesis of images, creating an output that has the content of one image and the styles of the other images.

S.T.A.R.

An AI + ML tool that both detects potential and technical failures in space missions, and also assists in designing them.

NASA International Hackathon: People's Choice Award Winner

GPT Finetune Kit

A ready-to-go template to fine-tune GPT models using the OpenAI API with a Flask backend and React frontend.

LLM Interactive Story

LLM-powered interactive story game. Unlike traditional story games with limited choices, this game allows players to do anything they wish. The story dynamically adapts to their actions, offering a unique adventure every time they play. (currently inactive)

Overlay

Object detection and overlay application. Apply custom overlay to specific objects in images.

Chaos Theory

Ever wanted to visualize chaos? Compute & graph systems in chaos theory with any parameters you wish!

the fallen_

A sci-fi web short story.

Violin

A musical violin simulator with mini-games in Greenfoot (java framework).