Architecture Map
Blocks → Buildings → Floors → Rooms.
Computer Science Block
Your domain foundation: Languages, DSA, and real-world interface.
Language
Python Building
Core
- Syntax
- Functions
- OOP
- Modules
Ecosystem
- Pandas
- NumPy
- FastAPI
Language
Java Building
Core
- JVM
- Classes
- Interfaces
- Collections
Ecosystem
- Spring Basics
Core
DSA Building
Arrays & Strings
- Two Pointers
- Kadane
Trees & Graphs
- DFS/BFS
- Dijkstra
DP
- Knapsack
- LIS
Shared
World Building (Interface)
Interviews
- DSA Templates
- Explaining Tradeoffs
System Design
- Caching
- Sharding
Projects
- Portfolio Ready
- Case Studies
Where the world actually feels your skill.
Data Science Block
Your specialization: ML, Analytics, Math, Deployment.
Core
Machine Learning Building
Supervised
- Linear Regression
- Decision Trees
- SVM
Deep Learning
- CNNs
- RNNs
Core
Data Analytics Building
Tooling
- Pandas
- SQL
- Tableau
Practice
- EDA
- Dashboards
Core
Math & Stats Building
Probability
- Bayes
- Random Variables
Linear Algebra
- Matrix Ops
- Eigen
Core
Big Data & Deployment Building
Pipelines
- Spark Basics
- Airflow (concepts)
Serving
- APIs
- Cloud Deploy
Versatility Block
Life utility & greatness systems that power all domains.
Core
Communication Mastery
Speaking
- Hooks
- Pacing
- Story
Writing
- Clarity
- Structure
Core
Discipline & Systems
Deep Work
- Focus Blocks
- Distraction Audit
4DX
- WIG
- Lead Measures
- Scoreboard
- Cadence
Core
World Sense & Leadership
Strategy
- Frames
- Levers
Values
- Integrity
- Conviction