IIT Madras BS Academic Intelligence
DeepCompass
DeepCompass
IIT MADRAS BS DEGREE•4 ACADEMIC ENGINES

Academic Intelligence Engines

Past examination papers, chalkboard video derivations, and textbook concordance unified into an authoritative study workbench.

01Exam Intelligence

Authentic PYQ Lab & Trap Analysis

Deconstruct real Quiz 1, Quiz 2, and End-Term problems with rigorous mathematical proofs, 30-second arithmetic shortcuts, and explicit warnings for negative marking distractors (-0.25 to -1.0).

KaTeX LaTeX MathTrap Penalties (-0.25 to -1.0)Voice Derivations
Methodology & Capabilities
Solve real Quiz 1, Quiz 2 & End-Term problems with KaTeX derivations
Identify negative marking trap triggers (-0.25 to -1.0) and deceptive distractors
Apply 30-second arithmetic heuristics to solve complex matrix and probability calculations
Listen to conversational voice walkthroughs synchronized with formulas
Impact: Eliminates deceptive multiple-choice pitfalls and protects cumulative scores.
02Exhaustive Question Archive

364 CBT Exam Paper Digital Bank

364 questions from 21 official computer-based test (CBT) papers across 2022 to 2026, digitised into a searchable test bank with mark weightage filtering and official answer keys.

364 Verified Questions21 Official PapersMCQ / MSQ / NAT Formats
Methodology & Capabilities
Practice authentic CBT question formats: Single Choice (MCQ), Multiple Select (MSQ), and Numerical (NAT)
Filter all 364 questions by mark weightage (1 Mark, 2 Marks, 3 Marks, 4+ Marks)
Instant full-text search across all 21 PDF exam papers for any formula or concept
Interactive option verification against official IITM examination answer keys
Impact: Replicates the real test-center environment and achieves 100% past paper coverage.
03Synchronized Video

Live Chalkboard Dissector & Video Sync

Synchronizes 2-hour instructor and TA problem-solving sessions directly to handwritten chalkboard proofs, eliminating manual video scrubbing with exact click-to-seek alignment.

Click-to-Seek VideoChalkboard ProofsHigh-Yield Takeaways
Methodology & Capabilities
Click any derivation or equation to jump the video directly to that exact second
Study chalkboard proofs and handwritten formulas side-by-side with lecture notes
Review high-yield exam takeaways distilled from the 2-hour session in under 5 minutes
Direct cross-links connecting chalkboard derivations to corresponding exam PYQs
Impact: Reclaims 2+ hours per study session by navigating directly to mathematical derivations.
04Foundational Concordance

Textbook Concept Anchors & Dual Modes

Grounds lecture topics in standard literature (Ian Goodfellow, Trevor Hastie) with 12-week syllabus maps and dual study modes for rapid revision versus deep mathematical proofs.

Goodfellow DL CitationsTrevor Hastie ESL Maps⚡ Cram vs 📖 Deep Mode
Methodology & Capabilities
Toggle between ⚡ Exam Cram Mode (rapid review) and 📖 Deep Concept Mode (rigorous proofs)
Explore 12-week comprehensive syllabus maps detailing every module and theorem
Direct textbook citations with chapter and page references to Goodfellow and Hastie
Formal KaTeX LaTeX proofs of core machine learning bounds and loss geometries
Impact: Builds collegiate-level mathematical foundations while maintaining cram readiness.