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Prediction Model

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APPTJOBS

ApptJobs is a platform that connects employers with qualified candidates, focusing on the African job market.

Project
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  • Year

    2023

  • Client

    APPTJOBS

  • Services

    AI/ML

  • Project

    Dynamic

  • Stack

    Web Scraper, Recommendation System, NLP Model, Python, OpenCV, OCR

Work Done

  • Developed user behavior prediction models to increase user engagement and argument conversion rates (successfully converting job seekers to paying users).
  • Analyzed user data to identify trends and optimize pricing strategies to maximize user acquisition and retention.
  • Created interactive dashboards for data visualization and decision-making, empowering stakeholders with data-driven insights.
  • Designed and deployed a recommendation algorithm for job matching using NLP (Natural Language Processing) to understand user skills and AI (Artificial Intelligence) to suggest relevant job openings.
  • Built a web scraping tool to extract company contact information, streamlining outreach e􀆯orts for employers.
  • Mentored interns on various data science projects, fostering the next generation of data professionals.