Description

Senior Data Scientist - Gen AI & Forecasting

With 6 years of experience as a Data Scientist, I’ve had the privilege to work on a wide range of impactful projects, including:

GEN AI: Developped a chatbot based on a RAG to assist the customer service department of an automotive company.

Also added a chatbot to a recommander system I created in League of Legends, the goal was to allow user to customize his recommandations based on natural langage queries.

Time Series Forecasting: Predicting future trends to optimize decision-making.

Fraud and Money Laundering Detection: Implementing robust systems to detect anomalous activities and uncover fraud networks.

Recommender Systems: Creating advanced models using images and texts (LLM based) for personalized user experiences.

Computer Vision: Developing solutions for elements recognition in videos and analysis.

Esports Talent Scouting: Designing innovative systems to identify and recruit new talent in the esports industry.

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What I bring to your organization:

Expertise in solving complex data challenges.
A results-driven approach to ensure business impact.
The ability to turn raw data into clear, actionable strategies.

Stack : Python, Spark, SQL, Django, Dataiku, Google Cloud Plateform, Git, SKLearn, Pytorch, Pandas, fastAPI, Cloud run, bigquery, Docker, Git, Airflow, PowerBI

Languages : French (native), English (fluent)

If you're looking for someone who can leverage your data to drive growth and innovation, I’d be delighted to collaborate with you !

Domaines d’expertise

Langues

Français
Bilingue ou natif
Anglais
Capacité professionnelle complète

Préférences en matière de lieu de travail

Accepte de travailler sur site

Paris (jusqu’à 50 km), Lyon (jusqu’à 10 km), Bordeaux (jusqu’à 10 km), Toulouse (jusqu’à 10 km)

Esport company
Data Scientist - Gen AI
février 2025 - Aujourd'hui (1 an et 4 mois)
Intelligent Champion Draft System (Recommander + Chatbot)

Designed a recommander system using statistical and similarity search methods to recommend optimal picks.

Integrated LLM layer to allow natural queries. Deployed system via Django + Fast API, Docker & Cloud Run. usable by coaches during prepations phases
LLM Chatbot Django Google Cloud Platform (GCP) GenAI
Avisia
Data Scientist
CONSEIL & AUDIT
août 2023 - Aujourd'hui (2 ans et 10 mois)
Paris, France
Data scientist in Luxury retail :

Sales forecasting on shoes :
- Developed and deployed in production multiples models of sales forecasting
for new shoe collections

Seasonal Coefficients Calculation Project for Products :
- Clustered products based on their sales time series, followed by the
calculation of weekly sales weights for every cluster
- Developed a multi modal (using text and images) classification system to
assign new

Product Recommendation Project :
- based on visual similarity between different products.
Finetuned an embedding model to provide more accurate recommendations
and adapted to LV.
- Implemented a multimodal approach by incorporating both
visual and textual data (LLM Based) to enhance the precision of the recommendations

Deployed those 3 projects in production on dataiku / GCP, in
collaboration with the data engineer team

Internal project - Chatbot :
Developed a chatbot based on a RAG to assist the customer service
department of an automotive company.
RAG LLM Forecasting Recommender Systems
Solary
Data Scientist
JEUX VIDÉO & ANIMATION
octobre 2022 - octobre 2023 (1 an)
Tours, France
Hidden Account detection system
- Built a detection system to identify hidden training accounts via clustering, behavioral pattern analysis and anomaly detection.

Esport Analytic Dashboard - Fullstack Web Platform
- Developed a fullstack web dashboard for esports teams (Django Bigquery + dynamic data pipelines) aggregating scouting reports, hidden account detection, match stats and insightsfrom all custom tools.
Used daily by coaching staff for decision making, strategy decisions and performance follow up
python Django Machine learning Deep Learning Gitlab CI/CD

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Licence, Mathématiques
Université Savoie Mont Blanc
2020
Licence, Mathématiques
Master 2 (M2), Modélisation mathématique et analyse appliquée
Université Savoie Mont Blanc
2020
Master 2 (M2), Modélisation mathématique et analyse appliquée

Data Scientist

Mathias Laborde

Data Scientist Senior | Forecasting & Gen AI

À propos de Mathias

Senior Data Scientist - Gen AI & Forecasting

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