Selected work

Six problems turned into shipped, revenue-generating systems.

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Agentic AIAllianz Partners · 2024–2025

AI voicebots lifted funnel conversion 45%

Problem: An acquisition funnel leaked revenue at the point of human handoff.
Action: Deployed conversational AI voicebots directly into the live, revenue-facing acquisition flow.
Impact: Conversion rose 45% in a production funnel — not a pilot.

+45%conversion from AI voicebots

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Agentic AIL'Oréal · Skin Consult AI, VICHY · 2020–2021

Computer-vision AI shipped to 45 markets, +17% conversion

Problem: A skin-diagnostic AI engine sat disconnected from fragmented regional cloud.
Action: Rolled ModiFace's generative adversarial network (GAN) computer-vision workloads to production and re-architected the data-ingestion pipelines.
Impact: Live across 45 markets with a 17% conversion uplift, meeting the performance targets agreed with R&D.

45markets for computer-vision rollout+17%conversion uplift from computer-vision AI

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PlatformAllianz Partners · 2025–present

Re-architected monoliths to carry 3x traffic

Problem: Monolithic systems throttled growth and hid core bottlenecks.
Action: Re-architected them into domain-driven microservices and led migration of acquired assets from vendor-run AWS into the group cloud.
Impact: Platform now supports 3x traffic, with data-residency and security resolved.

3xtraffic capacity from re-architecture

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PlatformAllianz Partners · Global IT Onboarding · 2021–2023

Real-time APIs cut bank onboarding 66%

Problem: Batch processing made partner and bank onboarding slow and costly.
Action: Replaced batch with real-time APIs and set OpenAPI/Swagger self-service standards.
Impact: Bank onboarding time fell 66%; products integrated across 28 markets (€26M gross written premium).

66%shorter bank onboarding28markets integrated€26Mgross written premium integrated

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CommercialAllianz Partners · Allyz x SimpleSurance · 2024–2025

Embeddable SDK opened B2B2C and added millions in revenue

Problem: A B2C-only model kept core distribution channels closed to partners.
Action: Led an API-first shift to a B2B2C ecosystem and shipped an embeddable widget/SDK.
Impact: Partner integration became 3x faster, adding millions in annual recurring revenue (ARR) in year one.

3xfaster partner integration

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CommercialAllianz Partners · Allyz x SimpleSurance · 2023–2024

Migrated 74% of a portfolio off manual workflows

Problem: The French portfolio ran on manual workflows that could not scale.
Action: Defined the architecture and data model for a self-service portal and launched an API-first mission-dispatch standard.
Impact: 74% of the French portfolio moved off manual work; 35% of mission volume automated.

74%of French portfolio off manual workflows35%of mission volume automated6months to ship the beneficiary portal

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Impact at a glance

Outcomes shipped to production — measured, not projected.

Every figure comes from a system that went live in production.

+45%

conversion from AI voicebots

Live, revenue-facing acquisition funnel

+17%

conversion uplift from computer-vision AI

ModiFace GAN, Skin Consult AI (VICHY)

45+

markets with AI deployed live

Conversational and computer-vision AI in production

traffic capacity from re-architecture

Monoliths to domain-driven microservices

66%

shorter bank onboarding

Real-time APIs replacing batch processing

faster partner integration

Embeddable widget / SDK

74%

of French portfolio off manual workflows

Self-service portal, architecture and data model

€26M

gross written premium integrated

Across 28 onboarding markets