Counterfactual Cell World
A PyTorch research repo for predicting how a cell population changes after an unseen gene perturbation. It includes a synthetic benchmark, held-out perturbation tests, figures, and a short technical note.
Open projectProjects
Projects
Evolver
A program search system that improves code by generating candidates, testing correctness, benchmarking performance, and saving reproducible evidence for each run.
Open projectgpt-oss-researcher
A research project that tests whether GPT OSS models can improve their answers by generating several options, checking them with verifiers, and saving the results as clear reproducible evidence.
Open projectForgetNet
A pure-PyTorch research project for plastic-memory sequence models: local attention, bounded differentiable memory, surprise-gated writes, and ablations that test whether models can learn what to remember and forget.
Open projectMirage
A pure-PyTorch world-model research lab where a continuous rocket lander learns a latent simulator, trains its policy inside imagined rollouts, persists checkpoints, and shows real versus dreamed behavior in a local dashboard.
Open projectrocket-lander-ppo
A custom reinforcement-learning environment and PPO agent for landing a 2D rocket under thrust, torque, fuel, and strict landing constraints, with expert imitation, curriculum learning, and checkpointed normalization.
Open projectgalaxy-zoo-morphology
A PyTorch computer-vision project that classifies Galaxy Zoo 2 images into elliptical, spiral, and edge-on disk galaxies using ResNet18 and a VRAM-safe high-utilization training loop.
Open projectTurnIn
A Django agent application for browser-based workflow automation, combining LLM-driven task planning, Browser Use automation, live monitoring, WebSockets, user accounts, and an admin dashboard.
Open projectHelios
An AI-powered Django website builder that turns chat-driven design iterations into responsive HTML, CSS, JavaScript, and Bootstrap sites that can be published to named site URLs.
Open projectClout
A private Django subscription web app with Free and Plus tiers, usage tracking, search history, activity analytics, responsive account dashboards, and integrated payment-processing foundations.
Private repo