InquinionBeta
Product
Tutor & roadmap
Capabilities
Adaptive PracticeState ExecutionExecutive SynthesisConcept LineageMargin Doubts
Why Inquinion
The Old WayThe Feynman Way
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Curious minds. Confusion welcome.

Make the hard parts click

Your roadmap. Your questions. Your next aha. Get explanations that make sense, a roadmap built around you, and practice

your turn
Build my tutor
Watch it click

Free to begin. No credit card required.

A mentor and an engineering student work through an idea together, with diagrams, notes, and a laptop on their study desk.
wait, why?ohhh.
got it.

Your next aha starts here

Your tutor, your paceMake itClick

Bring your syllabus and your “wait, what?” moments.
A path from where you are. Explanations that click. Practice that makes it stick.

See it clickWatch the aha

Your curiosity is enough. Start free.

tiny steps,big brain energy

One tricky concept. A whole new “I can do this.”

Trusted by students across top institutions

IIT Madras logo
BITS Pilani logo
NIT Trichy logo
SRM logo
VIT Vellore logo
Amrita logo
IIT Madras logo
BITS Pilani logo
NIT Trichy logo
SRM logo
VIT Vellore logo
Amrita logo
Core Capabilities
01 / Adaptive Practice

The Edge of Your Ability. Diagnosis over repetition.

↳ Zone of Proximal Development
The Old Way

“50,000 recalculations in the dark. LeetCode says Time Limit Exceeded (182 / 210 passed). You copy discussion code and pretend you learned.”

With Inquinion

“We isolate the exact arithmetic step that broke your logic. You don't drill 50 problems. You fix the one misconception.”

Explore this in sandbox
LeetCode Case #183
ROOT LOCATED

Time Limit Exceeded (182/210 passed)

ZPD Difficulty Delta
CALIBRATED

+1 Δ Calibrated Optimal Flow State

Ebbinghaus Recall
SCHEDULED

Spaced retrieval right before curve dip

02 / State Execution

Stop Imagining Code. Watch it move.

↳ From raw text syntax to spatial reality
The Old Way

“Tracking 4 pointers in your head at 2:00 AM on scrap paper. One off-by-one desync burns two hours debugging a while loop.”

With Inquinion

“Stop simulating hardware in your imagination. Watch physical heap slots move. Rewind the exact frame your pointer slipped.”

Explore this in sandbox
Heap Slot [0x7FFEE4]
SYNCHRONIZED

Physical memory ribbon & pointer pins

Invariant Guard
PREVENTED

Boundary guard: left <= right

Time-Travel Scrubber
FRAME 42

Rewound -3 frames to exact desync step

03 / Executive Synthesis

The 3-Second Explanation. The question that catches you.

↳ Halving isn't the bottleneck. Finding the middle is.
The Old Way

“12 pages of epsilon-delta proofs and a 45-minute YouTube lecture before anyone tells you what the algorithm actually does.”

With Inquinion

“The 3-second punchline first. Then the counter-intuitive trap that catches 90% of students in viva exams.”

Explore this in sandbox
Executive Model
PUNCHLINE 1ST

3-second physical intuition punchline

15-Mark Viva Trap
DEFENDED

Counter-intuitive duplicate elements edge

Real Analysis Core
DISTILLED

0% epsilon-delta derivation boilerplate

04 / Concept Lineage

Don't Pretend You Know. Fix the missing gap.

↳ What this answer teaches vs what it assumes you already know
The Old Way

“Sitting in lecture nodding along while secretly terrified someone asks you about the prerequisite you forgot two semesters ago.”

With Inquinion

“Zero pretending. We expose the exact missing prerequisite and give you a 90-second fix before the derivation derails you.”

Explore this in sandbox
Dependency Graph
GAP EXPOSED

Missing gap: Phasor Vector Subtraction

2×2 Multimodal Console
2×2 READY

Curated 90s clip + interactive vector field

Zero Pretending
MASTERY 100%

Implicit textbook dependencies mastered

05 / Margin Doubts

Chat in the Margin. Main thread stays pure.

↳ Highlight any phrase -> Ask without derailment
The Old Way

“Asking ChatGPT a simple doubt, getting a 500-word essay, and completely losing your train of thought in the main derivation.”

With Inquinion

“Highlight the symbol. Get a two-line whisper right in the margin. Your primary derivation stays sacred and pure.”

Explore this in sandbox
Marginalia Thread
ZERO DERAIL

Context-anchored 2-line inline whisper

Primary Derivation
PURE FOCUS

Main thread remains 100% sacred & pure

Ink-Anchored Note
80ms GLANCE

Subtle dotted underline pinned to Line 14

How is Inquinion different from ChatGPT, YouTube, textbooks, and LeetCode for engineering students?

Each of them hands you an answer; Inquinion builds the mental model. It is grounded in your own course slides, teaches first-principles intuition, executes data-structure state live, and traces every wrong answer back to its root cause so the understanding survives the exam.

Inquinion versus ChatGPT, YouTube, textbooks, and LeetCode, compared by source of truth, what you get, and what a wrong answer means.
DimensionChatGPTYouTubeTextbookLeetCodeInquinion
Where the answer comes fromOpen-web guessworkA frozen video frameA generic editionJudge output onlyYour professor's exact slides
What you actually getA confident answerPassive watchingFormal correctnessPass or failThe mental model behind it
What a wrong answer meansTry another promptRewatch the partReread the chapterCopy the discussionThe root cause, isolated

You were never the problem. The tools were.

Same question. Four ways to miss it. One way to make it click.

Everyone hands you the answer. None of them build the model.

ChatGPT450-word dump

Says it beautifully. You nod along. It's gone by tomorrow.

YouTubepaused at 24:18

Rewind the same forty seconds. Still that one step.

The textbooknot your edition

Correct and formal, written for a syllabus that isn't yours.

LeetCodeWrong Answer 44/52

Ticks when you peek. Nothing once the exam rephrases it.

AskConfident answerForgottenAsk again, back to the start
four ways. zero understanding.
The Feynman Way

We hand you the click. Then you keep it.

YOU ASKED:Why does quicksort hit O(n²) on an already-sorted array?
Worst-case partition collapseSlide 9 · your Week 4 deck

Take the last element on sorted input and every partition splits 0 vs n - 1 items. Depth collapses into n linear frames (O(n²) work). Deterministic pivots win on cache, but break on sorted lists. Randomise to median-of-three or switch to introsort depth limits.

sorted input was never the bug. an unrandomised pivot was.

Grounded in the slides you're examined on
First-principles analogies before any formula
Live memory and pointer stepping for DSA
A wrong answer traced back to its root cause

You didn't fail to understand. You were never taught to.

Build my tutorHave doubts?

Built for engineers who refuse to just memorize.

No panic-cramming. Just grounded, intuitive mastery.

AS

Aarav Sharma

B.Tech CSE, 3rd Year

"Inquinion completely changed how I approach my core subjects. Instead of getting lost in generic internet searches, it grounds every answer in my actual lecture slides. OS concepts finally clicked on the first read."

FIRST-PRINCIPLES CLARITY
PP

Priya Patel

B.Tech Electrical, 2nd Year

"The visual reasoning is what sold me. When I'm stuck on Signals and Systems, it generates these inline plots and flowcharts that make the theory click instantly. It's like having a TA available 24/7."

SAVED 10+ HOURS A WEEK
RG

Rohan Gupta

B.Tech AI, 3rd Year

"I love that it doesn't just give answers: it finds the exact gap in my understanding. If I mess up a calculation, it reroutes me to the foundational concept I missed, then schedules a review."

MASTERED CORE CONCEPTS
Frequently Asked Questions

Straight answers before you start.

Everything you need to know before you kickstart - answered in plain terms.

Your professor grades the paper. Their slides are the supreme law.

We don't overwrite your college syllabus with generic internet formulas. Inquinion indexes your actual slide decks down to the exact page, matching your professor's variable notation and derivation steps so you never lose marks on technicalities.

ChatGPT nods along. Inquinion proves if you actually get it.

General chatbots dump 400-word encyclopedic prose that feels clear until the exam rephrases the problem. Inquinion teaches on the Feynman standard: physical intuition first, live memory state execution, and zero textbook jargon. It maps every doubt into a living roadmap so understanding actually sticks.

Stop guessing pointer arithmetic. Scrub runtime memory like a video.

Printing console logs is 1995. Inquinion renders your call stacks, heap node pointers, and recursion trees on an interactive canvas. Step backward and forward across execution cycles to catch the off-by-one error the second it corrupts an address.

Built for semester SGPA and placement coding rounds. (GATE ready too.)

Semester exams demand slide-aligned theoretical proofs. Placement interviews demand edge-case instincts under time pressure. Inquinion is engineered to master both: grounding your theory for college exams, then running adaptive diagnostic drills that train the mental agility needed in technical interviews. Because it roots everything in first principles, you can easily use it to solidify your core GATE fundamentals as well.

We refuse to be an academic crutch that leaves you helpless on exam day.

If you upload a problem set, Inquinion won't just dump code for you to copy-paste. It acts like a patient TA: diagnosing where your intuition stalled, prompting you with guided questions, and helping you construct the derivation yourself so you never freeze during live interviews or closed-book finals.

Zero credit card. Upload your slides and build your first tutor in 30 seconds.

Upload PDF lecture slides, PowerPoint decks (.pptx), syllabus outlines, and scanned notes. You get immediate access to living dynamic roadmaps, slide-grounded tutoring, and DSA memory execution at zero cost.

INQUINION · FEYNMAN RUNTIME
SLIDE-GROUNDED · PROFESSOR NOTATION
The Next Step

So, what’s stopping you?

Another night of 20 tabs and panic-cramming?

Skip the 2 AM ChatGPT nodding. Build intuition on your professor's exact slides that actually survives the exam.

STEP-BY-STEP LEARNING
DITCH TEXTBOOK JARGON
LEVEL UP
01 / SETUP

Create your subject workspace

Takes 30 seconds. Pick your course and semester context.

02 / GROUND

Drop in your lecture slides

Upload raw PDF, PPTX, or notes. Inquinion adapts to your professor's notation.

03 / DIAGNOSE

Build exam-surviving intuition

Diagnose misconceptions and verify edge cases before you sit for the exam.

Kickstart for free - no card requiredAlready started? Log in

Takes 30 seconds to drop your first lecture deck.

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