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Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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CTCycle/README.md

CTCycle

ML researcher building clinical and scientific AI tools

Portfolio Catalog GitHub

Reinforcement learning, medical AI, scientific computing, and LLM tooling

Portfolio

Browse all 18 public projects in the HTML Catalog -- a searchable, filterable project directory with stats and links.

Featured Projects

FAIRS Roulette Player

Reinforcement learning (DQN) agent that learns to play roulette. Full-stack: PyTorch + FastAPI + React + Tauri desktop shell. Reinforcement Learning PyTorch React Tauri

XREPORT Radiological Reports

Vision-language model that generates descriptive radiology reports from chest X-ray scans. Computer Vision NLP Transformers Clinical AI

ADSMOD Adsorption Modeling

ML-driven adsorption isotherm fitting and prediction using NIST/ARPA-E databases. SciML Chemical Engineering NIST Databases

All Public Projects

Project Area Stars Tech
FAIRS Roulette Player RL 6 PyTorch, React, Tauri
XREPORT Radiological Reports Medical AI 6 Python, Transformers
EMADB Autopilot Clinical Data 6 Browser automation
ADSMOD Adsorption Modeling SciML 3 Python, RDKit
FEXT Autoencoder Computer Vision 1 PyTorch
DILIGENT Clinical Copilot Clinical LLM 0 LLM, FastAPI
TKBEN Tokenizer Benchmarker LLM Tools 0 Python
ParaGraph LLM Workflow LLM Tools 0 React Flow
AEGIS Geospatial View Geospatial 0 Python, Web

Let's connect

LinkedIn Medium

Part of the CTCycle portfolio -- 18 projects, all open source

Popular repositories Loading

  1. FAIRS-Roulette-Player FAIRS-Roulette-Player Public

    Learn to play roulette using Reinforcement Learning (RL) with a DQN agent

    Python 6

  2. EMADB-Autopilot EMADB-Autopilot Public

    Automated browser to download drug adverse reaction reports from the European Database of Suspected Adverse Reactions Reports (EudraVigilance)

    Python 6 1

  3. XREPORT-radiological-reports-generator XREPORT-radiological-reports-generator Public

    Automatic generation of descriptive radiological reports from X-RAY scans

    Python 6 3

  4. ADSMOD-Adsorption-Modeling ADSMOD-Adsorption-Modeling Public

    Streamline adsorption modeling by automatically fitting theoretical adsorption models to empirical isotherm data and by training a machine learning model on adsorption isotherms from the NIST and A…

    Python 3 1

  5. FEXT-Autoencoder FEXT-Autoencoder Public

    An autoencoder model to extract features from images and obtain their compressed vector representation, inspired by the convolutional VVG16 architecture

    Python 1

  6. CTCycle CTCycle Public