A hybrid profile between business, HR, data and AI.

My edge is the ability to connect business goals, human dynamics, operations and AI technologies into one execution logic.

years across management, market development and HR

B2B / HR

combined view of human and commercial challenges

AI + Data

automation, analysis and operational prioritization

FR / EN

bilingual support for the Canadian market

Background

A path built between client relationships, talent and operations.

The common thread is simple: make priorities clearer, systems more useful and execution more measurable.

Portfolio management, account prioritization and direct work with B2B decision-makers.

Candidate experience, employer brand, retention and a practical read on talent dynamics.

Automation, data structuring and useful workflows that increase execution capacity.

Expertise

Each pillar helps frame the problem, choose the right indicators and help teams move with less friction.

Portfolio, relationship, value

Clarify priority accounts, strengthen follow-up and turn customer relationships into a growth system.

Talent, retention, experience

Connect people challenges to business goals with rituals and indicators teams can actually use.

Workflows, data, decision

Identify the processes where AI truly reduces friction without adding decorative tools.

Priorities, measurement, cadence

Turn strategic intent into a clear work plan that can be tracked and adjusted over time.

Method

Isolate the real challenge, constraints and people involved.

Define priorities, indicators and the levers worth acting on.

Put useful actions in place with a reasonable level of complexity.

Measure outcomes, adjust course and reinforce what works.

Discussion

The next step is a short conversation to clarify the context, expected outcome and possible levers.