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Aidan Littman - Portfolio

Open Source Projects


Machine Learning


Ink Detection

Ink Detection

Deep learning model using a CNN architecture to detect ink presence in 3D x-ray scans.

PyTorchOpenCVResearchComputer-VisionMLOps
Single Cell Perturbations

Single Cell Perturbations

Predict how small molecules change gene expression in different cell types.

Deep-LearningPythonPyTorchResearchTransformers
UBC-OCEAN

UBC-OCEAN

Classify ovarian cancer subtypes from histopathology images, aiming to overcome the diagnostic challenges in current medical practices.

Deep-LearningPyTorchMedical-ImagingComputer-Vision
LLM - Detect AI Generated Text

LLM - Detect AI Generated Text

Identify essays written by students versus those generated by large language models (LLMs).

PythonResearchTransformersDeep-LearningTensorflow
Harvard Medical School - EEG Seizure Detection Competition

Harvard Medical School - EEG Seizure Detection Competition

Develop a model to detect seizures in EEG recordings.

PythonDeep-LearningResearchMedical-Imaging
Heart Disease Predictive Modeling

Heart Disease Predictive Modeling

Predict the presence of heart disease using a self created dataset.

PythonDeep-LearningResearchMedical-Imaging
Stanford Ribonanza RNA Folding

Stanford Ribonanza RNA Folding

Predicts the structures of any RNA molecule and the resulting chemical mapping profile.

PythonDeep-LearningResearchMedical-Imaging

Misc Projects


Promptly (WIP)

Promptly (WIP)

A custom text editor designed to help engineers and developers create ChatGPT prompts using OpenAI API.

Software-DesignAppwrapperText-Editor
AI Tutor

AI Tutor

An AI-powered tutoring experience seamlessly integrated with Canvas for personalized education.

Software-DesignAppAPIsData-Pipelines