DEEMO

Voice-interactive mock panel practice for capstone defense preparation.

System Overview

  • menu_bookReads your paperAI analyzes the manuscript to guide the mock defense.
  • record_voice_overAsks out loudAdaptive voice questions for 4th-year BSIT students.
  • differenceCatches contradictionsFlags when what you say disagrees with the paper.
  • checklistScores to your rubricPersonalized feedback and readiness scores in three defense modes.

General Objective

To develop an AI-powered mock panel simulator that provides realistic, voice-interactive capstone defense preparation for 4th-year BSIT students.

Target Market

PMFTCI · first rollout
4th-year BSIT students
  • location_onGeographic4th-year BSIT students at PMFTCI, Pinamalayan.
  • self_improvementPsychographicStudents motivated to improve communication, critical thinking and confidence.
  • event_repeatBehavioralPreparing for Title, Pre-Oral, or Final defense.

Target Technologies

Google Gemini API
Live powers the voice panel; Flash analyzes manuscripts and evaluates sessions.
NLP & speech recognition
Understand the manuscript and answers, generate adaptive questions and produce transcripts.
React Native + Expo
The Android mobile app, written in TypeScript.
Bun + Express
The TypeScript backend and API for analysis, session access and scoring.
Firebase Authentication
Email and Google sign-in, with secure account authentication.
PostgreSQL + Prisma
Store and manage users, projects, transcripts and evaluation reports.

How does a session work?

Where does the audio go?

Phone to Gemini, directly. The server never joins the call.

Live audio · WSS, direct

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Gemini Live

the AI panel

dns

ServerSign-in, limits, the short-lived token, manuscript analysis, scoring. Never touches live audio.

Review of Related Literature

AI in Philippine education
AI can support learning and research, with AI literacy, ethics and responsible use.
Giray et al. (2024); Vergara (2024)
Adaptive learning & assessment
NLP and language models support question generation, tutoring and personalized feedback.
Lan et al.; Xu et al.; Wang et al. (2024)
Usefulness & responsible adoption
Local studies report perceived benefits alongside concerns about integrity and dependence.
Villarino (2025); Goli-Cruz (2024)
AI for oral practice
Mock interviews and adaptive spoken assessments support the rationale for voice-based practice.
Chun et al.; Baek; Saeki et al. (2024)

DEEMO applies these ideas to manuscript-based capstone defense practice.

System Functions

DEEMO app icon

DEEMO

For practice only. DEEMO is not intended to replace advisers, panelists or other qualified professionals, or their judgment.

Thank
you.

We're ready for your questions.