
Data Scientist
Joveo · Mar 2024 – Present
- Led development of LLM explanation system and hybrid talent matching platform with explainability, improving matching transparency and increasing recruiter adoption.
- Owned end-to-end delivery of automated client onboarding system to our talent matching AI platform, and production-grade event-driven services (Kafka + Kubernetes).
- Reduced onboarding effort from manual workflows to real-time automation.
- This reduced client onboarding turnaround time from days to near real-time automation.
- Built unified skill taxonomy system using embeddings + LLM aliasing, improving skill normalization accuracy and reducing duplicate skill mappings by 40%.
- Developed multilingual document classifier integrated into parsing pipelines, improving document classification precision to 95%+ across resumes and job descriptions.
- Designed location intelligence platform using Google APIs with spatial analytics, improving geo-search relevance and reducing search latency by 35%.
- Optimized core services with caching, pagination, and filtering strategies, reducing API response times by 45% in multi-region deployments.


