LIVE TELEMETRY
@devang_s completed Checkpoint #14 (Raft Consensus)
Engineered for CS Students & Self-Learners

DITCH THE NOISE. master REAL ENGINEERING.

Ninzae chews through fragmented curriculum, tracks daily code commits, and stamps verified technical proof of work for your tech resume.

ENGINEERING INTAKE DISPATCH SLIP

FORM #NZ-2026
Select Track
Standard university accredited or industrial roadmapSample: Distributed Systems Core
Operating Systems + DBMS + Distributed StorageACTIVE
TARGET SPRINTDAYS
0+Roadmaps Followed
0+Resumes Built
0Core Subjects
0+Active Learners
Live Engineering Challenge

TODAY'S CS SPRINT. live SANDBOX.

A new industrial systems or algorithms problem deployed every 24 hours. Run code right here to inspect test verification.

RESETS IN:04:28:15
342SOLVERS COMPLETED TODAY
SPRINT #142DIFFICULTY: HARD+50 XP

Implement an LRU Cache with O(1) Eviction & Retrieval

Design a data structure that follows the Least Recently Used (LRU) cache eviction policy. The get(key) and put(key, val) functions must both run in strictly O(1) average time complexity.

solution.cpp
READONLY PREVIEW
class LRUCache {
    int capacity;
    list<pair<int, int>> cache; // {key, val}
    unordered_map<int, list<pair<int, int>>::iterator> map;

public:
    LRUCache(int cap) : capacity(cap) {}

    int get(int key) {
        if (map.find(key) == map.end()) return -1;
        cache.splice(cache.begin(), cache, map[key]);
        return map[key]->second;
    }
};
Submit in Full IDE
ENGINEERING MANIFESTO
DOC #01

Textbooks provide dry theory without systems architecture. Video playlists offer copy-paste recipes without deep comprehension. Ninzae fixes this by connecting academic core subjects with production-grade roadmaps and verified proof of work.

STATUS: OPEN & AUDITED100% FREE FOUNDATIONAL ACCESS
Complete Developer Suite

BUILT FOR PRODUCTION CODE. every TOOL YOU NEED.

Nine purpose-built engineering modules designed to transition students from basic syntax to full software roles.

DOCKET #01

Explore Tracks

Discover curated engineering pathways across full-stack, systems, AI/ML, and cloud.

search-disciplines...
AI/MLSystemsWebCloud
DOCKET #02

Sequential Roadmaps

Interactive, step-by-step tracks that take you from beginner to working developer.

INIT
→
CORE
→
PROD
DOCKET #03

NPro Architectures

Production-grade microservices and distributed systems curated by senior engineers.

NPRO ARCHITECTURE
DOCKET #04

Curated Content

Direct video lectures, RFCs, and documentation without sponsored tutorial filler.

Distributed Consensus RaftVIDEO
LSM-Tree Storage EngineRFC
DOCKET #05

NGitHype Radar

Track trending repositories, battle-tested libraries, and industry frameworks.

rust-lang/cargo+94% HYPE
DOCKET #06

Core CS Subjects

Concise subject dockets for Operating Systems, DBMS, Networks, and Compilers.

Operating Systems
Database Internals
DOCKET #07

NBlogs Engineering

Practical engineering articles, architectural decisions, and system deep-dives.

Designing LSM-Trees from Scratch
Umar Iqbal • 8 min read
READS: ---VERIFIED
DOCKET #08

ATS Resume Builder

Build an ATS-optimized technical resume that stamps your actual GitHub repositories.

94%ATS SCORE
DOCKET #09

Exam Genie

Targeted practice questions and mock tests for semester university examinations.

PROMPT: /exam-genie
Enter semester subject code...
Workflow Architecture

FOUR SEQUENCED STEPS. engineered FOR MASTERY.

A linear path from basic programming principles to industry hiring readiness.

STEP #01

Select Discipline

Choose your focus area: Full-Stack Web, Systems/C++, AI & ML, or Cloud DevOps.

CHECKPOINT READY01/04
STEP #02

Follow Ordered Syllabus

Work through sequenced checkpoints with curated video lectures, RFCs, and code repos.

CHECKPOINT READY02/04
STEP #03

Verify Proof of Work

Solve milestone problems, keep daily commit streaks alive, and earn public leaderboard XP.

CHECKPOINT READY03/04
STEP #04

Export Tech Resume

Generate an ATS-tailored resume stamped with your verified repositories and systems projects.

CHECKPOINT READY04/04
Public Proof of Effort

PUBLIC REPUTATION. verified PROOF OF WORK.

Real engineering competence compounds with daily consistency. Earn XP by finishing roadmap checkpoints, keeping unbroken streaks, and mastering core syllabus modules.

XP Earned Today
0 XP

Across 12+ engineering tracks

Active Streaks
0 DAYS

Maintained without missing a day

TOP ENGINEERS DOCKET

WEEKLY AUDIT
DS
Devang Sharma
Full-Stack Web• 42d streak
14,850XP
#2
AM
Aarav Mehta
Systems & C++• 31d streak
12,420XP
#3
SR
Sneha Reddy
AI & ML Track• 28d streak
10,950XP
#4
RV
Rohan Verma
Cloud & DevOps• 19d streak
9,800XP
#5
PN
Priya Nair
Backend Core• 15d streak
8,650XP
RESETS SUNDAY AT MIDNIGHT VERIFIED REPUTATION
Side-by-Side Audit

WHY ENGINEERS SWITCH. honest COMPARISON.

A direct look at how structured engineering tracks compare against disorganized self-study.

DimensionTraditional Studyninzae.in
Learning Structure
Disorganized playlists without sequential order
Sequenced, interactive engineering roadmaps
Resource Quality
Outdated tutorials and sponsored noise
Curated documentation, lectures, and guides
Consistency & Proof
Passive watching with zero verifiable proof
Verifiable milestones, streaks, and public XP
Career Preparation
Generic cookie-cutter resume templates
ATS-optimized resume builder with repo stamps
Audience Breakdown

TAILORED TRACKS. who NINZAE IS FOR.

Whether you are writing your first line of code or leveling up for placement season.

CADET #01

CS Students

Align university syllabus with practical coding, core engineering subjects, and placement prep.

CURRICULUM READY
CADET #02

Beginners

Start programming from the fundamentals with clean roadmaps and zero prior knowledge assumed.

CURRICULUM READY
CADET #03

Self-Learners

Follow curated paths that eliminate hundreds of wasted hours searching through video playlists.

CURRICULUM READY
CADET #04

Career Switchers

Focus strictly on production skills, systems architecture, and building a hiring-ready portfolio.

CURRICULUM READY
CADET #05

Tech Enthusiasts

Stay ahead with modern full-stack patterns, cloud deployments, and trending open-source tools.

CURRICULUM READY
Ninzae
CAMPUS PROGRAM DOCKET

BRING NINZAE TO YOUR CAMPUS.

Lead an active cohort of student developers at your college. Organize weekly peer study circles, guide classmates through real-world roadmaps, and build verified leadership proof of work.

BENEFIT #01

Resume Leadership

Lead university study cohorts, coordinate workshops, and gain verified leadership credentials.

BENEFIT #02

Official Certificate

Receive an official verification certificate and recommendation letter validating your impact.

BENEFIT #03

Swag & Priority Access

Get Ninzae developer merch, stickers, early track previews, and direct team strategy syncs.

BENEFIT #04

Referral Rewards

Earn performance rewards and milestone bonuses as your campus peers build and level up.

Instant Access • 100% Free Core

START LEARNING TODAY. build YOUR PROOF OF WORK.

Create your student account, choose your learning track, and begin tracking your verified computer science milestones.