1500+
Coding Questions C, C++, Java, Python3
600+
Frontend Questions HTML, CSS, JS
500+
Database Questions PostGreSQL, SQL, T-SQL
50K+
Concurrent Users
100%
Cloud Based
AI
Powered Support
Why This Exists

Reading Code and Writing Code Are Two Different Skills

Most students can read solutions on GeeksforGeeks. Far fewer can write working code from scratch, under time pressure, in an actual compiler. That's the gap this platform closes.

The Typical Lab Experience

  • Students copy-paste code from PDFs or WhatsApp groups
  • One language taught per semester — no comparative fluency
  • No automated test cases — faculty manually checks output
  • Debugging is never taught as a standalone skill
  • Frontend and database practice happen in isolation, not integrated

What Placements Actually Demand

  • Write correct code from scratch in a timed compiler
  • Handle edge cases — not just the happy path
  • Debug broken code quickly and systematically
  • Build functional UI components with HTML, CSS, and JavaScript
  • Write SQL queries that return the right result on the first attempt
Practice Modules

Six Ways to Practice. One Platform.

Every module runs inside a real compiler — students write, execute, and test code. No copy-paste. No fill-in-the-blanks. Just actual coding in the same environments they'll face during placement tests.

CORE PROGRAMMINGProblem Solving & Coding

Students read a problem statement, write a complete solution from scratch, and run it against automated test cases — exactly like a real placement coding round. Problems span loops, arrays, strings, recursion, sorting, and more, graded from beginner to advanced.

Write full programs from scratch
Automated test case validation
Custom test case creation
Unlimited compilation runs
Difficulty-graded problems
AI-powered concept hints
C C++ Java Python 3

DEBUGGINGDebug & Error Analysis

Students receive broken code with logical, syntax, or runtime errors. Their job is to identify the bug, understand why it fails, and fix it to pass all validations. This mirrors the "code fix" and "debugging" rounds used by TCS, Wipro, Cognizant, and other major recruiters.

Pre-written buggy code to fix
Syntax, logic & runtime errors
Automated output validation
Trains systematic debugging
Mirrors real placement rounds
Multi-language support
C C++ Java Python 3

WEB TECHNOLOGIESFrontend Development

Students build real web components — forms, layouts, interactive elements — and see the rendered output live as they code. Tasks progress from basic HTML structure to CSS styling to JavaScript interactivity, building the skills recruiters test in frontend rounds.

Live webpage preview
Separate HTML / CSS / JS editors
Output matched against expected
Progressive difficulty levels
Responsive design challenges
DOM manipulation
HTML5 CSS3 JavaScript

DATABASESDatabase & SQL Practice

Students write SQL queries against pre-loaded datasets and instantly see results. Tasks cover single-table queries, multi-table joins, subqueries, aggregations, and window functions — the exact skills tested in database rounds by Accenture, Capgemini, and product companies.

Queries against live datasets
Instant output comparison
Joins, subqueries & aggregations
Schema visualization
Progressive complexity levels
Multiple DB engine support
MySQL PostgreSQL T-SQL

ALGORITHMSData Structures & Algos

Focused practice on the data structures and algorithms that product companies test most heavily — linked lists, trees, graphs, dynamic programming, and greedy algorithms. Problems are tagged by topic, difficulty, and which companies have asked similar questions.

Topic-wise problem sets
Company-tagged questions
Time & space complexity focus
Optimal vs brute-force tracking
Beginner to advanced path
Timed contest mode
C Java Python 3

BUILD & APPLYGuided Mini Projects

Students combine everything — coding, frontend, and database skills — to build small working applications. Each project has defined milestones, expected outputs, and rubrics. This bridges the gap between "I can solve problems" and "I can build things

Full-stack mini applications
Milestone-based progression
Defined output & rubrics
Integrates multiple skills
Portfolio-ready output
Peer comparison available
Multi-language HTML/CSS/JS SQL
🤖 AI Concept Assistant
My recursive function keeps causing a stack overflow. What am I doing wrong?
It looks like your function doesn't have a base case that stops the recursion. Think about it — what condition should make your function stop calling itself? Look at your input: when does the problem become small enough to solve directly?
Oh! When n equals 0 or 1, I already know the answer.
Exactly. Add that check at the top of your function — before the recursive call. Try it and run again.
AI guides understanding — never gives the solution

Smarter Help. Not Easy Answers.

Our AI assistant doesn't hand students the code. It guides them toward understanding the concept — asking the right questions, pointing to the right mental model, and letting students arrive at the solution themselves.

  • Asks, doesn't tell — uses Socratic questioning to lead students to the answer, not spoon-feed it
  • Concept-level hints — explains the underlying principle, not the specific line of code to write
  • Pattern recognition — helps students see which class of problem they're dealing with, building transferable skills
  • Always available — instant help during lab sessions, assignments, or late-night practice without waiting for faculty
Platform Infrastructure

Built for Entire Colleges, Not Individual Users

When 500 students hit "Run Code" at the same time during a lab session, the platform doesn't flinch. This is enterprise infrastructure, not a hobby project.

50,000+ Concurrent Users

Microservices with auto-scaling and advanced caching. Zero-lag compilation even during peak lab hours across multiple colleges simultaneously, empowering growth.

Enterprise-Grade Security

End-to-end encryption, regular security audits, role-based access control, and sandboxed code execution. Student code runs in isolated containers — no cross-contamination.

Dashboards for Everyone

Students see their progress. Faculty see class-level performance. TPOs see placement-readiness metrics. Three dashboards, one platform — no spreadsheets needed.

100% Cloud-Based

Nothing to install. No lab setup required. Students practice from any device, anywhere — campus, home, or mobile. Accessible 24/7 with just a browser, enabling learning everywhere, always, effortlessly.

How Colleges Use This

Three Modes. One Platform.

Streamlining academic, independent, and professional coding.

Classroom & Lab Sessions

Faculty assign topic-wise problems during lab hours. Students code in real-time. Faculty monitor progress on the dashboard — no more walking desk-to-desk checking screens.

Self-Paced Practice

Students practice on their own time — evenings, weekends, between classes. The platform tracks every attempt, so consistency shows up in the analytics even without faculty supervision.

Placement Mock Tests

Timed, company-pattern assessments that simulate real placement coding rounds. Automated evaluation, instant results, and detailed performance breakdowns — ready-made for pre-placement preparation.