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Automation2026Status: Live
Automated Timetable System
Python Constraint Satisfaction & Scheduling Engine
01Overview
A robust constraint programming engine developed to automate school academic timetabling for CM Shri School Sector 21 Rohini.
02The Problem
Addressing structural inefficiencies with high-impact software engineering.
03The Idea & Thesis
Algorithmic scheduling engine resolving complex faculty allocations and elective clashes across 18 school sections.
04Process & Methodology
1
Requirements elicitation and domain constraint modeling
2
Architecture design and prototyping in TypeScript/Python
3
Stress testing, optimization and institutional deployment
05Technology Stack
Core Stack
PythonConstraint Programming (CSP)PandasOpenPyXLMatplotlib
06My Role & Contribution
- Solo Engineer
07Key Technical Challenges
Balancing rapid iterative velocity with robust production stability.
08Measurable Results & Impact
Milestone #1
Successfully demonstrated and deployed.
10Core Learnings & Reflections
Hands-on building is the fastest pathway to technical mastery.
11External Links & Resources