- Developed an LLM-powered entity research service using the Gemini API for automated adverse-media and risk profiling; integrated into production compliance workflows.
- Designed and built an automated enterprise-wide risk assessment tool that processes compliance data and generates structured Word and Excel reports, reducing manual reporting effort.
- Built a Kubernetes-native Root Cause Analysis service that ingests Grafana alerts and autonomously investigates incidents using LLM agents; extended it with a purpose-built Kanban board tool for AI-native development workflows.
- Led the deployment of a sanctions list management service across dev, staging, and production environments.
- Coached 3+ internal hackathons (2-day and 2-week formats) on AI-assisted development; co-developed a full compliance platform frontend (TypeScript/Angular) alongside the coached team.
- Contributed a knowledge graph navigation skill to the company-wide agentic plugin marketplace, enabling AI agents to explore and reason over codebases semantically.
- Presented AI engineering work and platform capabilities to internal audiences of ~500 across multiple online forums and company-wide events.
- Delivered hands-on AI tooling workshops for colleagues covering IDE-integrated AI assistants, MCP-based Jira integration, and agent/skill definitions.
- Active contributor to the company-wide initiative to redesign the SDLC around AI-native practices, including architectural design input for a new internal AI coding platform.