Aspirova
Career IntelligenceVector SearchData Aggregation
Problem Statement
Student opportunities — internships, fellowships, research programmes and competitions — are scattered across hundreds of separate company career pages, so the ones that matter are easy to miss entirely.
Solution
Built an opportunity almanac that crawls company ATS endpoints daily and indexes every listing into one searchable platform, linking each application back to its original source.
Key Features
- ▹26,000+ opportunities indexed across 4,700+ companies
- ▹Automated daily crawlers across 16 live sources
- ▹Full-text and vector-based semantic search
- ▹AI resume matching with no per-query LLM calls
- ▹Human-verified recurring programmes and fellowships