AI from idea to production
I help startups and small teams design, build and ship pragmatic AI products.
From strategy to POCs to production,
I bring 25+ years of software experience
with expertise in GenAI, NLP, Machine Learning and Data Science.
Alexis Perrier, PhD
10+
Years ML & AI
20+
ML & AI Projects
10+
Programs Taught
How I Help
Consulting Services
Focused, senior-level help for startups and small teams
building AI-enabled products.
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Ideation → POC → Production
Turn a business idea into a working AI product. I scope the opportunity, prototype quickly, validate with users, and build a path to production without over-engineering.
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AI Strategy & Delivery
Clear decisions on what to build, why now, and how to deliver. I help set priorities, manage risks, and align stakeholders with a realistic plan.
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Engineering & MLOps
Production-grade implementation across data pipelines, model serving, and cloud infrastructure (GCP/AWS). Reliable systems, measurable outcomes.
Recent Projects & Assets
A snapshot of the kind of work I deliver.
Mimesis
Interview training platform with adaptive AI personas. Rapid delivery using agentic AI coding practices and deep conceptual work on persona design as a proxy for human social behavior.
Moliere.love
moliere.love propose une traduction de Molière en français moderne, vers par vers, pour faciliter l’accès aux œuvres étudiées au collège et au lycée. Le projet s’appuie sur l’IA pour rendre ces textes classiques plus lisibles, sans en trahir le sens.
Karhoo Mobility ML
Led the migration from bespoke scikit-learn models to Vertex AI AutoML to improve real-time taxi pricing accuracy, scalability, and cost efficiency across a global marketplace.
AI-Driven PMF Validation
How AI helped validate startup ideas quickly, even when the business case didn’t hold
Get in Touch
Let's Build Something Serious
Tell me about your product, constraints, and timeline. I work with startups and small teams that need reliable AI delivery from strategy to production.
