- Built an in-house, fully automated agentic lending and risk evaluation platform covering credit underwriting, credit memo generation, KYB, eligibility checks, AML screening, fraud prevention, and contract automation.
- Automated credit risk analysis end to end, reducing manual analysis time from ~4 hours per case to a fully automated workflow.
- Designed a multi-agent portfolio monitoring system that continuously evaluates exposure, flags early risk signals, and supports faster intervention to reduce default and churn risk.
- Implemented contract automation workflows that generate documents faster and verify key values, business rules, and constraints before submission.
- Helped reduce dependency on external tools and fragmented data sources, improving control, auditability, and operational efficiency while contributing to estimated annual savings of $XXX,XXX.
CV
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- Feb 2025 - PresentINFINITSenior AI Engineer
- Jan 2019 - Sep 2024Aiva TechnologiesSenior AI Engineer
- Architected a high-performance ML pipeline for 1M+ monthly compositions with 99.9% reliability and 10x faster-than-real-time generation
- Scaled the AI music platform to 50,000+ MAU, helping drive the transition from traditional ML systems to transformer and agentic architectures
- Jun 2018 - Sep 2018Fraunhofer IAISResearch Intern
- Engineered speech segmentation system reducing manual annotation time from hours to minutes
- Jun 2017 - Sep 2017Telecom ParisTechResearch Intern
- Developed novel probabilistic model for speech enhancement, published in ICASSP 2018