← Back to Projects
// PROJECT DETAIL2024

Catalyst (SIH 2024)

Completed

Catalyst is an AI-powered career development platform that helps job seekers with skill gap analysis, personalized job recommendations, resume building, and adaptive learning pathways — all in one place.

Coming SoonGitHub →
// PRODUCT PREVIEW4 screenshots
Catalyst (SIH 2024) screenshot 1
1 / 4
▶
01

Problem

Job seekers — especially freshers and career switchers — lack a unified platform that combines personalized job discovery, skill gap insights, resume generation, and upskilling in one place.

02

Solution

Built a full-stack AI-powered career platform with a Flask backend and MongoDB, featuring skill gap analysis via ML models, AI-driven job and course recommendations, a dynamic resume builder, and peer community support.

03

Data Flow

01
User registers and submits skills, education, and experience
▼
02
ML model runs skill gap analysis against target job roles
▼
03
AI engine generates job and course recommendations
▼
04
Resume wizard assembles a tailored resume from verified skills
▼
05
Dashboard surfaces job market trends and next learning steps
04

Challenges

  • Training recommendation models with limited labeled career-path data
  • Normalizing skill inputs across varied user profiles for consistent gap analysis
  • Keeping resume output quality high across different industry templates
05

By the Numbers

0+Core Features Shipped
0+API Endpoints
0 ML modelsAI-Powered Modules
0 platformUnified Career Hub
06

Outcome

✓ Delivered a one-stop career platform covering recommendations, skill gaps, and resume generation
✓ Integrated adaptive learning pathways linked to real course platforms
✓ Enabled peer networking and mentorship discovery within the community module

Architecture

Backend
Flask (Python) — REST API layer
Database
MongoDB — user data, skills, job info
AI / ML
scikit-learn + TensorFlow models
Frontend
HTML5 + CSS3 + JavaScript
Auth
JWT + Bcrypt — secure session management
Integrations
Coursera, Udemy, edX learning APIs

Tech Stack

FlaskMongoDBPythonscikit-learnHTML5CSS3JavaScriptJWTBcrypt
← PreviousPlagiarism Detection ToolAI-powered plagiarism checking with smooth UI
Next →Employee Management SystemRole-based task manager with dynamic updates