Matterhorn at sunset — photographed by Quentin Lao

Quentin Lao

Forward Deployed AI Scientist at BCG X · École polytechniqueBicorne de polytechnicien

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Matterhorn sunset — Q. Lao

Quentin Lao

I build at the intersection of AI, business, and creative expression.

I am a Forward Deployed AI Scientist at BCG X, where I work on applied AI and machine learning for real-world business problems. My background combines rigorous scientific training at École polytechnique with hands-on experience in consulting, research, and software engineering.

I care about structure, clarity, and precision in my work, but I am equally drawn to creative expression. Photography, music production, video editing, and exploring mountain landscapes are all part of how I think and what fuels my curiosity.

I tend to approach problems quietly and thoughtfully: first by observing, then by understanding, and finally by building with intention.

My professional journey

Where I learned to think rigorously

2020 — 2024

École polytechnique

Ingénieur Polytechnicien Program (Master's)

Palaiseau, France

Focus on mathematics, computer science, and machine learning. Coursework in network security, operating systems, deep learning, stochastic processes, and business strategy.

École polytechnique logo
2023 — 2024

Polytechnique Montréal

Double Degree in Computer Science

Montréal, Canada

Coursework in data mining, big data, advanced machine learning, computer vision, and natural language processing. Ranked 1st out of 195 students in Advanced Machine Learning.

Polytechnique Montréal logo
2018 — 2020

Lycée Henri IV

Classes préparatoires (MPSI / MP)

Paris, France

Two-year intensive program in mathematics, physics, and computer science, preparing for nationwide competitive entrance exams to top engineering schools.

Lycée Henri IV logo

Built, competed, created

AI / Game Theory

Abalone AI Agent

Designed an AI agent capable of playing the board game Abalone using Minimax with advanced optimizations. Developed at Polytechnique Montréal for the AI Methods course.

View on GitHub →
Hackathon · 2nd place

BCG Gamma Datathon

Optimized delivery logistics for a private French company to minimize costs and carbon footprint. Built a machine learning model to predict road traffic patterns across Paris.

View on GitHub →
Competition · 10th / 58

Kaggle Retweet Prediction

Used machine learning to predict retweet counts as part of a competitive challenge. Co-authored a methodology paper documenting the approach and results.

View on GitHub →
Film · Grand Prize

Le Rush de Centrale

Created a short film in 36 hours for an interuniversity contest, winning the grand prize. Collaborated on script, filming, and editing under creative constraints.

Watch on YouTube →

What Shapes Me

Photography & Mountains

In the mountains, everything becomes clearer: light, scale, perspective. Photography is my way of capturing that feeling. The Matterhorn shot above is one of mine, and it reflects what draws me most: calm, altitude, and simplicity.

Music

Music has always been my balance between structure and emotion. Whether on piano, guitar, or in production, I’m drawn to rhythm, nuance, and the point where technical precision turns into expression.

Video & Editing

Editing taught me that storytelling often lives in the details: the cut, the pace, the silence between two moments. That fascination led me to win the Rush de Centrale prize, but above all it shaped how I think about clarity and emotion.

Volleyball

Volleyball was one of my first lessons in collective performance. Playing for École polytechnique taught me the energy of teamwork, trust, and momentum; and the simple joy of building something together on the court.

Let's connect

Feel free to reach out - I'm always happy to have a conversation.