Dorsa Rohani
I work on distributed machine learning inference of image + video models on custom silicon and chip clusters at Tenstorrent.
Previously at NVIDIA AI and Deep Genomics.
Among the youngest Top 50 Hackers worldwide by the leading global hackathon organization.
More about me.
Projects
Alongside my projects, I actively contribute to open-source, including HuggingFace's Diffusers library and NVIDIA's robot simulator.
My Light and Spirit
Led a team of 8 to develop an award-winning game, published by Capslock Studios. Built from concept to commercial release.
Lung AI
Deep learning model that detects and classifies lung cancer using CT scans. 4x Hackathon Winner.
Transformer from Scratch
The complete transformer architecture built from scratch with only numpy. 2,500+ stars on Github.
Atmo-DNN
Deep learning model that determines the chemical atmospheric compositions of planets and stars.
Neural Network from Scratch
A feed forward neural network from scratch, built only with numpy.
Machine Learning from Scratch
Implementations of ML algorithms and data structures from scratch.
Multi Style Transfer
Synthesis of images with content of one image and styles of others.
S.T.A.R.
AI tool that detects failures in space missions. NASA Hackathon Award Winner.
GPT Finetune Kit
Ready-to-go template to fine-tune GPT models with Flask and React.
LLM Interactive Story
LLM-powered interactive story game with dynamic storytelling.
Overlay
Object detection and overlay application for images.
Chaos Theory
Compute and graph systems in chaos theory with any parameters.
the fallen_
A sci-fi web short story.
Violin
A musical violin simulator with mini-games.
Hackathon Awards
NASA International Space Hackathon
Developed an AI + ML tool that detects potential and technical failures in space missions, and also assists in designing them.
Cognition Hackathon
LungML - a lung cancer diagnostic tool. Winner against 1000+ competitors.
VividHacks
LungML - a lung cancer diagnostic tool. Winner against ~210 competitors.
ADL Appathon
LungML - a lung cancer diagnostic tool. Winner against 210+ competitors.
NeoHacks 2.0
LungML - a lung cancer diagnostic tool. Winner against ~90 competitors.
Hack the Change
Developed cloud computing solutions for medical and social impact. Winner against of 370+ competitors.
United Hacks
Developed an intuitive application to train AI on custom user data. This project was built prior to accessible fine-tuning tools. Winner against 390+ competitors.
MetroHacks
Developed cloud computing solutions for medical and social impact. Winner against of 370+ competitors.
MecSimCalc Hackathon
Developed a multipurpose platform that detects infection, cancerous and cardiovascular diseases, and also performs 3d computations. Winner against 70+ competitors.
Major League Hacking - ReconnectEd
Developed a telemedical chatbot that assists in diagnosis and remote medical treatment.
Major League Hacking - Hackerland
Developed a multipurpose AI online platform that converts between ASL and a variety of international and largely spoken languages.