LearnOne
Intelligent University & Global Education Operating System. AI-powered academic learning, admissions, clinical & courtroom simulations, live voice mentorship, oral viva voce defense, and verifiable credentials.
Apple-Grade Voice Tutor
Calm real-time orbital waveform, zero-markdown audio, voice interruption handling, and local mock fallback.
Adaptive Viva Voce Cockpit
Calibrated board examiners for Medical OSCE, Bar Council, Admissions MMI, and PhD defenses with lethal safety triggers.
Classroom Live & Polling
6-letter code access, instant conceptual checks, hand-raise queue, and lecture AI co-pilot for synchronized classes.
Interactive Labs & Simulations
Data Science, Python, SQL, Chemistry, Physics, Biochemistry, MIS, and AIS experiential lab simulations executed inside secure Docker sandboxes.
Bangladesh Admission Hub
MBBS/BDS national admission engine, Public universities, and top private universities (NSU, BRAC, AIUB, UIU, IUB, EWU, AUST) with negative marking models.
Medical & Virtual Patient
Five-year MBBS curriculum, interactive clinical cases (History → Vitals → Examination → Investigations → Diagnosis → Debrief).
Law & Bar Council Hub
Acts, cases, judgments, and AI Virtual Courtroom simulation (Judge, Opposing Counsel) grounded in Bangladesh Penal Code, CrPC & Evidence Act.
Universal Exam Engine
Powers admissions, semester exams, and certifications with section timers, autosave, offline-safe answer caching, and topic readiness scoring.
Verifiable Credentials & Passport
QR-ready public verification registry. Clearly distinguishes LearnOne academic awards from statutory licensing boards.
LearnOne runs entirely inside its own isolated repository (/Users/humayun/Projects/UniLearnone), dedicated ports (API: 4100, Web: 3100, PostgreSQL: 5442, Redis: 6382), unprivileged Docker sandbox runner (learnone-sandbox-python:latest, UID 10001, --network none, read-only rootfs), and separate database schema. Zero touches to FamilyOne, VitaERP, or other local platforms.