Case Study - Innovative platform designed to provide career path counseling for tech professionals
Career Link is an innovative platform designed to provide career path counseling for tech professionals.By gathering data from users' resumes, LinkedIn profiles, and other tech platforms, Career Link creates intelligent career path recommendations.
- Client
- Kult Games
- Year
- Service
- Career Path Counseling Platform
Overview
Description:
Career Link is an innovative platform designed to provide career path counseling for tech professionals. By gathering data from users' resumes, LinkedIn profiles, and other tech platforms, Career Link creates intelligent career path recommendations. These recommendations include books, videos, courses, and job opportunities to help users elevate their careers from their current designation to their desired role. The client, Mr. Karn Charerverty, sought to build this solution from scratch and needed a team capable of understanding the problem and working closely with his team to develop a comprehensive solution. A key requirement was the integration of a machine learning model to create a recommendation engine that parses resumes, understands the data, and provides tailored recommendations.
Our Approach
To begin, our team conducted extensive research on the domain and the market of tech professionals. This research enabled us to design an intuitive web application tailored to the needs of tech professionals seeking career guidance. Collaborating closely with the client, we developed and refined each screen of the application, ensuring the user journey was seamless and effective. This collaborative process involved frequent feedback sessions with the client to align the design and functionality with their vision.
Our Solution
With a clear understanding of the client's requirements, we assembled an internal team dedicated to delivering the intelligent solution within six months, including user acceptance testing (UAT). The team comprised a project manager, two backend engineers specializing in Python, two front-end developers skilled in React JS, a machine learning expert, a QA engineer, and a DevOps engineer. This multidisciplinary team worked cohesively to develop and integrate the necessary features, ensuring the platform was robust and user-friendly.
Deliverables
- Web Application (React JS)
- Backend APIs (Python/FastAPI)
- Machine Learning Model (Python/TensorFlow)
- Database (MongoDB)
- Cloud Infrastructure (AWS)
- UI/UX Designs (Figma)
Achievements
By leveraging our solution, Career Link successfully launched a production-ready application and onboarded 100 early users within just six months of development. The intelligent recommendation engine provided personalized career path advice, greatly enhancing the user experience and value of the platform.