Version: 1.0
Product Owner: Team Synapse
AI Intelligence Layer: Vishesh
Synapse is an AI-powered Growth Intelligence Operating System designed to transform passive learning into measurable skill development. Unlike traditional LMS platforms that merely track course completion, Synapse continuously teaches, evaluates, validates, and measures growth through an intelligent, local-first AI mentor named Vishesh.
The platform delivers personalized 30-day bootcamps, adaptive learning experiences, mandatory assessments, AI-powered interviews, programming evaluations, advanced proctoring, and verified skill passports. The objective is not simply course completion but measurable, verifiable transformation.
Target Users:
- Students
- Universities
- Training Organizations
- Campus Communities
- Recruiters
- Skill Development Programs
Traditional Learning:
Learn → Complete → Certificate
Synapse Workflow:
Assess → Learn → Validate → Improve → Certify Growth
Vishesh is the heart of Synapse. Running on a secure, low-latency, 100% local inference engine (via WebLLM/Ollama), Vishesh acts as your:
- Mentor & Instructor: Delivers lessons, generates exercises, and provides whiteboard explanations.
- Evaluator & Interviewer: Conducts micro oral validations and proctored milestone interviews.
- Coach & Learning Companion: Creates personalized learning plans and adaptive curriculum paths based on performance.
- Daily Learning Session: AI instruction, interactive discussions, simulations, and coding demonstrations.
- Post-Lesson Validation: Mandatory assessments (MCQ, Multiple Select, Applied Reasoning) that must be passed to progress.
- Analytics Update: Real-time metrics on accuracy, confidence, retention, and learning velocity.
- Progress Tracking: Updates to the Skill Passport and overall Growth Score.
- Micro Oral Validations: 5-minute verbal checks every 5 lessons to verify understanding and communication.
- Day 15 Validation: Proctored technical assessment, programming challenge, and AI interview.
- Adaptive Phase (Days 16-30): System adjusts curriculum dynamically based on Day 15 results.
- Day 30 Final Validation: Final skill certification, practical challenge, and comprehensive AI evaluation.
- Advanced Analytics Engine: Tracks learning velocity, consistency, technical skills, problem-solving, and career readiness over time.
- Verified Skill Passport: A shareable, professional growth profile containing verified competencies, assessment history, and career readiness scores.
- Proctoring Engine: Required for milestone validations. Monitors camera, microphone, screen, and browser to ensure integrity.
- Sector Alpha Community: Learning cohorts, peer discussions, weekly neural challenges, hackathons, and leaderboards.
- Frontend: React, Vite, CSS Modules/Vanilla CSS (Custom Glassmorphism Design System)
- State Management: React Context API
- AI Integration: Local Ollama Native Inference Pipeline (
vishesh.js) - Data Visualization: Recharts
(Note: While the frontend OS is complete, full production deployment requires plugging in backend services for persistent DB, OAuth, and real-time WebRTC proctoring).
To run the Synapse Frontend OS locally:
-
Install Dependencies:
npm install
-
Start the Local AI Engine: Ensure you have Ollama installed and running locally on port
11434.ollama run llama3
(Ensure Ollama is configured to allow CORS requests from localhost).
-
Start the Development Server:
npm run dev
-
Open your browser to the local server URL provided by Vite to access the Command Center.
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