Job Description

Project Overview
Build a web application that discovers leads from social media, scores them with ML, and integrates with a CRM. Includes an analytics dashboard.
Core Requirements
1. Lead Discovery System
Connect to Facebook Graph API and Instagram Basic Display API to fetch profiles and posts
Extract: name, email, company, followers, engagement metrics, recent content
Fallback: Use Faker-based dummy data generators if API access
is limited
2. Lead Scoring Engine
Train a Random Forest classifier (scikit-learn) with 20-30 features:
Basic: company size, age, followers, engagement rate
Social: post frequency, hashtag usage, content diversity, sentiment
Behavioral: website visits, email opens, demo requests (simulated)
Company: industry, revenue range, funding stage (defaults OK)
Generate 10,000-20,000 synthetic training samples
API endpoint returns conversion probability (0-1 score)
Contract duration of 1 to 3 months.
Mandatory skills: ...

Apply for this Position

Ready to join Confidential? Click the button below to submit your application.

Submit Application