AI Software

AI-powered tools for education, clinical simulation, and data science.

AI-powered tools designed for education, clinical training, and research data science. These platforms integrate large language models with domain-specific workflows to support teaching, learning, medical simulation, and qualitative analysis.

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LAILA — AI-Powered Learning Management System

A full-featured learning management system built around multi-agent AI tutoring. Ships with seven built-in pedagogical agents (Socratic Guide, Project Coach, Study Buddy, and more), four routing modes including collaborative multi-agent orchestration, and a Student Agent Builder with ten role templates and 38 prompt building blocks. Integrates browser-based R execution via WebR for interactive labs, xAPI-inspired learning analytics with emotional pulse tracking, AI-generated assessments, and multi-provider LLM support (OpenAI, Anthropic, Gemini, Ollama, and others). Built with React, TypeScript, and PostgreSQL.

TypeScript React PostgreSQL
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Rohy — Virtual Patient Simulation System

A comprehensive medical simulation platform for clinical education. Features AI-powered patient interaction (OpenAI, LM Studio, Ollama), a real-time patient monitor with ECG waveform generation and alarm systems, a laboratory investigation module covering 77 tests with gender-specific reference ranges, and timeline-based clinical scenarios (STEMI, Sepsis, Respiratory Failure). Includes instructor tools for real-time editing, session recording, and analytics with multi-user role-based access.

JavaScript Web
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Handai — AI-Powered Data Transformer

A versatile tool for AI-driven data transformation, synthetic data generation, and qualitative analysis. Supports document processing (PDF, Word), multi-step AI pipelines, qualitative coding with inter-rater reliability via a Consensus Coder mode (multiple models + Cohen’s Kappa), codebook generation, and model comparison. Works with OpenAI, Anthropic, Gemini, Groq, Ollama, LM Studio, and any OpenAI-compatible API. Available as both a Streamlit web app and a Flet desktop application.

Python Streamlit Flet