Duration
1 Year
SkyEduco is a comprehensive portal for students aspiring to study abroad. The platform uses AI to provide university recommendations, course matching, and real-time application status tracking.
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Industry:
Overseas studies
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Technologies:
Scikit-learn BERT for recommendation systems Angular Django REST Framework AWS S3 Lambda PostgreSQL
Challenges
Building a robust recommendation engine for matching courses and universities.
Integrating diverse application processes for multiple countries.
Ensuring a user-friendly experience despite complex workflows.
Solution
– Developed a recommendation engine using BERT, trained on datasets of course descriptions and user preferences.
– Developed a recommendation engine using BERT, trained on datasets of course descriptions and user preferences. Built a modular system for specialization-specific training.
– Encrypted sensitive user data and implemented strict access controls.
Result
The platform increased successful applications by 50% and reduced the time required for finding suitable courses by 80%.
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