AI-powered platform for
competitive exam
preparation
MeritRanker helps students preparing for SSC, Banking, and government exams improve performance using personalized study plans, adaptive mock tests, and AI-driven performance analytics.
Target Exams
SSC · Banking
AI Features
Notes + Tests
Analytics
Per-test Insights
Access
Early Beta
MeritRanker — Exam Intelligence Dashboard
AI-powered PYQ pattern analysis for UPSC, SSC & Banking
What We Do
Building AI platforms that solve real problems in education
Bytech Minds builds AI-driven digital platforms focused on solving real-world problems in education.
Current focus: MeritRanker — helping students preparing for SSC, Banking, and government exams improve performance using data-driven, personalized learning.
❌ The Problem
- — Students rely on scattered resources — YouTube, PDFs, coaching
- — No structured preparation strategy or study plan
- — No performance tracking or feedback loop
✅ MeritRanker's Solution
- — Centralized AI-powered preparation platform
- — Personalized, adaptive study plans
- — Continuous performance tracking and improvement
MeritRanker Platform
What MeritRanker does, specifically
MeritRanker is an AI-driven exam preparation system. Not a generic study app — a structured system that identifies where you are weak, generates targeted content, and tracks your improvement over time.
Previous Exam Analysis
Identify recurring patterns and high-yield topics from past papers. Know what to prioritize before you start preparing.
AI Study Material Generation
Generate structured notes from YouTube videos, PDFs, or a topic prompt. Formatted for competitive exam patterns.
Mock Tests & Quiz Engine
Adaptive difficulty that adjusts to your performance. Topic-wise question allocation matching real exam patterns.
Performance Analytics
Identify weak topics, track accuracy over time, and receive specific improvement suggestions after every test.
Smart Revision System
AI prioritizes revision based on weightage, your mistakes, and exam proximity. Focus time where it matters.
Content Summarization
Convert hours of YouTube lectures into concise, exam-formatted notes in one click. Stop pausing to write.
See MeritRanker in Action
Real product screens — not mockups
These are actual MeritRanker interfaces built and running at meritranker.com.
YouTube to Notes
Convert any YouTube lecture into structured, exam-ready study notes instantly.
AI Notes Workspace
Generate notes from prompts or PDFs. Edit, organize, and download in one place.
Class Slide Generation
From a topic to a polished presentation in minutes. Built for educators.
Exam Intelligence
Deep PYQ trend analysis. Know exactly which topics carry weight and why.
Smart Mock Tests
AI-generated mock tests. Adaptive difficulty. Real exam pattern alignment.
How It Works
From zero to exam-ready in 4 steps
Our AI systems follow a multi-step orchestration using LangGraph, ensuring every output is verified and contextually grounded.
Select your exam and set your goal date
SSC, Banking, UPSC, or state exams. Set your target and let the platform map your path.
Get a personalized study plan
AI builds a structured week-by-week plan based on your timeline, strengths, and weak areas.
Practice with adaptive mock tests
Tests adjust in difficulty as you improve. No repeated questions. Detailed explanations for every answer.
Track performance and iterate
AI monitors every test session, identifies gaps, and continuously refines your study recommendations.
Demo
Watch MeritRanker in action
A short walkthrough of the core features — study plan, mock tests, and performance analytics.
Technology
Built for accuracy and scale
MeritRanker is built on a modern AI stack designed for reliability, not hype.
AI-driven recommendation systems
Personalized study plans and mock tests generated from each student's performance history, not generic templates.
Data-driven analytics pipelines
Every test session produces structured performance data. Weak topics are identified automatically after each attempt.
Cloud-based scalable backend
Deployed on cloud infrastructure. Handles concurrent users without degradation — built to grow.
| Dimension | Generic Study Apps | MeritRanker |
|---|---|---|
| Data Retrieval | Vector Similarity (Search) | Graph RAG (Entity Traversal) |
| Accuracy | Hallucination-prone on complex facts | Grounded in Knowledge Graphs |
| Context Depth | Flattened text chunks | Structured relational contexts |
| Reasoning | Probabilistic next-token prediction | Multi-step Agentic Workflows |
| Reliability | Black-box outputs | Transparent, verifiable data nodes |
Progress & Traction
We ship. We learn. We iterate.
Two products live. Execution track record established.
MeritRanker
meritranker.com
AI-powered EdTech platform for competitive exam preparation. Now in Beta / Scaling to Production. We are actively expanding our infrastructure to support heavy Neo4j Graph RAG workloads and our growing user base.
- Platform live at meritranker.com
- Early users onboarding — beta access open
- AI notes, mock tests, exam analysis live
- New features released continuously
Coupal
coupal.in
2,800+
Downloads
Live
Google Play
A social platform focused on meaningful connections. Successfully launched on Google Play Store with 2,800+ downloads. Demonstrates the team's ability to take a product from idea to launch and real user adoption.
- 2,800+ downloads — real user adoption
- Live on Google Play Store
- AI-verified profile system
Building in public
Engaging with the global startup community. Follow our journey on Product Hunt.
About
Bytech Minds
Bytech Minds is an independent, founder-led AI EdTech startup focused on building scalable, hallucination-free AI platforms using deep AI stacks. We don't build tools for their own sake — every product we ship, like MeritRanker, is built on a robust architecture featuring Neo4j, LangGraph, and autonomous AI Agents.
Current primary focus: education technology through MeritRanker. We're applying AI where it genuinely improves outcomes — not surface-level AI wrapping.
Team
Core team
Gajendra Jangid
Co-founder
Experienced in building scalable web and mobile applications from the ground up. Led end-to-end product development for both Coupal and MeritRanker — from architecture to launch.
LinkedIn ProfileVaibhav Rawat
Software Engineer, Fullstack
Abhishek Garg
Software Engineer
Ready to prepare smarter?
MeritRanker is live. Join early access today and start preparing for SSC, Banking, or UPSC with a personalized AI study plan built around your specific weaknesses.