Praxis
Boost your interview skills and confidence
The problem Praxis solves
Realistic Practice: Simulates industry-specific interviews to mirror real-world scenarios.
Enhanced Preparation: AI-driven questions and instant feedback focus on key areas.
Confidence Building: progress and provides personalized feedback.
Convenience: Accessible anytime, anywhere for flexible practice.
Career Support: Assists with job market entry, career transitions, and promotions.
Challenges we ran into
Fetching Historical Interview Questions
Data Availability: Finding and accessing past interview questions from companies was difficult, as data was often scattered and inconsistently formatted.
APIs and Integration: Integrating various data sources and APIs posed challenges due to limitations and inconsistent formats.
Performance Issues: Processing large volumes of data led to performance bottlenecks, impacting platform speed and reliability.
Solutions
Data Collection: Used web scraping and direct outreach to gather data from multiple sources.
API Optimization: Implemented caching and optimized API calls to handle data efficiently.
Data Standardization: Developed a normalization process to ensure data consistency.
Incremental Loading: Employed incremental data loading to improve performance and accuracy.