SmartPlacement

Project Architecture & Overview

Machine learning analytics portal designed for engineering colleges. Evaluates student academic metrics, coding contest scores, projects, and soft skills to predict campus placement likelihood and generates tailored preparation roadmaps.

Key Engineering Milestones

• ✦Random Forest classifier predicting hiring probability across Tier-1/2/3 companies
• ✦Skill gap matrix pinpointing weaknesses in DSA, Web Dev, or System Design
• ✦Custom week-by-week preparation roadmap generator for engineering students
• ✦Student and faculty analytics dashboards tracking batch placement trends