© Aditya Deokar // Portfolio
Elevated digital experiences
An AI-powered study and career companion for students with gamification.
Education Technology
Project Overview
"Our mission was to democratize quality education by making personalized learning accessible to every student, regardless of their background."
Students struggled with exam preparation, leading to high drop-off rates and low engagement.
AI-powered personalized learning paths with real-time feedback and adaptive content.
Achieved 70% reduction in drop-off rates and 300% increase in daily active users.
Leveraged GPT-4 and Gemini AI for intelligent test generation and analysis.
Empirical Outcomes &
System Efficacy
Advanced system implementations architected for absolute computational robustness.
Generates personalized, structured courses in real-time using OpenAI GPT-4 and the Vercel AI SDK. The streaming UI provides instant feedback, creating an engaging learning experience aligned with Bloom's Taxonomy.
An AI-powered interviewer provides real-time, rubric-based evaluations of user responses. It assesses technical accuracy, communication clarity, and problem-solving skills, offering actionable feedback to help students prepare for interviews.
A highly engaging dashboard that tracks student progress with gamification elements like goals, streaks, and achievements. Emoji-based indicators (🎯, 🔥) increased daily active users by 40% by making learning feel rewarding.
A journey from concept to creation, navigating challenges and delivering excellence.
Traditional e-learning platforms offer one-size-fits-all courses that don't adapt to individual learning styles, pace, or career goals. Students struggle with generic content and lack personalized guidance for skill development and career preparation.
The architecture centered on a Next.js frontend with streaming UI for real-time AI responses. The backend used Next.js API Routes and specialized microservices for course generation and mock interviews, powered by OpenAI GPT-4 and the Vercel AI SDK.
Implemented retry logic with exponential backoff, structured prompt engineering with JSON schema validation, and optimistic UI updates with error boundaries.
A progressive onboarding flow reduced drop-off by 65%. A gamified dashboard with emoji-based progress indicators and streaks increased daily active users by 40%.
A rigorously curated array of industry-grade topologies mapping backend frameworks, frontend parameters, and deployment paradigms.
"Server-side rendering and static site generation for optimal performance"
"Strongly typed JavaScript for robust and maintainable code"
"Beautiful, accessible components built with Radix UI and Tailwind CSS"
"Next-generation ORM for type-safe database access"
"Powerful, open-source relational database system"
"Lightweight and performant TypeScript ORM"
"Modern authentication solution for Next.js applications"
"Advanced language model for intelligent responses and content generation"
"Streaming UI components for real-time AI interactions"
"Framework for building LLM-powered applications"