At Schneider Electric, I built an internal analytical tool that automates part of electrical network validation and flags five types of connectivity issues earlier in the workflow. Replacing manual checks with graph-based rules cut review effort by 30%.
For my Financial Document Analysis project, I built a hybrid retrieval pipeline for natural-language questions over complex financial documents. It improved Precision@5 from 0.62 to 0.81 and reached 0.88 answer faithfulness; Redis caching reduced median query latency from eight seconds to 2.4 seconds.
I also developed a multi-service tourism platform with a team of four, including ClickHouse analytics and Grafana dashboards for bookings, occupancy, and revenue. My projects span data science, retrieval-augmented generation, and backend development.
