Daniel Huber

Tech lead for two cross-team projects alongside continued team lead duties for the Sophis core team.

• AI Foundry: Driving internal AI adoption end-to-end, including agent engineering with development teams while building the platform they run on (RAG, observability, vLLM serving & monitoring, LangChain/DeepAgent, open-source models on NVIDIA H100+ hardware)
• Coordinating an external development team building a settlement agent on the Foundry platform
• Client Onboarding: Leading onboarding platform development (C#, REST API), automating compliance and regulatory workflows. Introducing AI-assisted development workflows
• Partnering with security on concepts for secure and compliant use of coding agents and internal AI agents

Leading 4 developers across Zürich and Lisbon. Owning incident resolution and operational risk analysis across time zones (Singapore to Europe). Bridging engineering and business stakeholders.

• Delivered AI Agent Proof-of-Concept: multi-model pipeline that digests research PDFs, semantically matches underlyings to structured products, queries product database via RMQ, and ranks products using local LLM infrastructure
• Architected distributed P&L/EOD reporting workflow (70 parallel processes)
• Level-3 escalation and incident lead for Sophis Risque across time zones
• Contributor to FRTB regulatory implementation

Implemented generic booking model for mirror booking, reducing client onboarding complexity. Built Grafana/Kibana monitoring. Key contributor to LIBOR migration.

Sophis v6.3 to Fusion 7 migration, automation tools for Trading & Treasury (C#, WPF, SQL), analytics platform for instrument pricing coverage, regulatory projects (MiFID II, SFTR, 871m).

Distributed end-of-day reporting systems, barrier monitoring, automated instrument creation (~80% manual work reduction).