Building
High-Accuracy
AI Ecosystems
Bytech Minds is an AI-native company designing proprietary systems anchored in verifiable truth. From advanced retrieval systems to autonomous agent orchestration, we build products that solve complex accuracy challenges for industry leaders.
Architecture
Knowledge Graphs
Engine
Agentic RAG
Orchestration
Autonomous Agents
Infrastructure
Cloud Native
MeritRanker — Exam Intelligence Dashboard
AI-powered PYQ pattern analysis for UPSC, SSC & Banking
Platform Case Study
MeritRanker Architecture
At Bytech Minds, we utilize MeritRanker to demonstrate the power of Graph-Powered AI. Instead of simple prompt engineering, we leverage a Graph Database (Neo4j) to model complex exam data and syllabus structures, providing context-rich retrieval for RAG-based content generation.
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.
Product Visuals
See it in action
Real product interfaces — built and live 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.
Technical Implementation
Agentic Workflow Architecture
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.
The Advantage
Graph RAG Differentiation
Standard AI tools rely on vector-only search (hallucination-prone). Bytech Minds utilizes Knowledge Graphs to provide verifiable truth and complex relation mapping.
| Core Metric | Standard Vector AI | Bytech Minds (Graph AI) |
|---|---|---|
| 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 · Proof of Execution
A social platform focused on meaningful connections among Indian singles. Successfully launched on Google Play Store. This product proves the team can take a product from idea to launch and real user adoption.
- AI-verified profile system — no fake accounts
- Experimental environment testing real AI interactions
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
Strategic Scaling & Partnership
Bytech Minds is currently scaling its technical infrastructure to support advanced Graph RAG operations and high-concurrency AI agentic workflows. We are open to discussions regarding strategic partnerships and infrastructure collaborations.