Tushar Gupta
AI Engineer · 📍 Utrecht, NL 🇳🇱

AI Engineer

RISK (Acquired Overstappen.nl & Dyme) · Utrecht, NL 🇳🇱

Aug 2025 — Present

Building production AI systems for regulated markets within AWS infrastructure, integrated into the SureBase CRM for the Dutch insurance market.

• Built AI-native claims handling system in SureBase, achieving ~98% reduction in processing time
• Developed a scalable, compliant LLM router with tracing and cost analysis across providers
• Built AI-native CRM search with millisecond latency and fine-tuned a domain-specific NER model for Dutch insurance
• Developed an internal AWS Redshift MCP server on proprietary data and DBT models

Designed and deployed multi-agent systems for business-model support, from routing user queries to Business Model Canvas generation.

• Deployed an end-to-end LangGraph multi-agent system with in-memory routing to match user queries to the best agent for Business Model Canvas generation
• Implemented persistence with PostgreSQL for the agent system

Built an educational tool to help undergraduate students improve SQL and relational algebra skills for database modelling and management.

• Developed an interactive learning tool for SQL and relational algebra used in undergraduate database courses

Deployed and containerised computer vision algorithms for anomaly detection in X-ray scans of EV battery packs.

• Containerised anomaly detection workflows using Anomalib and OpenVINO; shipped via Docker

Built data products and pipelines as part of a data engineering internship.