Freelancer profile translated to English.

Description

After 3 years in machine learning creating and leading industrial projects in artificial intelligence, I am now self-employed and can help you with your business problems. Having worked on cross-functional projects, combining computer vision, time series, gradient boosting regression... and continuous development of my models, I can therefore respond to a wide range of problems in Machine learning.

My knowledge will allow you to optimize your choice of models, your data collection, and help you get the most profit from all of your operations.

Industry field of expertise

Languages

English
Fluent
French
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

Theseus
CTO
SOFTWARE PUBLISHING
November 2022 - Today (3 years and 7 months)
Bordeaux, France
Co-founder & CTO | AI Startup specialized in automatic language processing. Technical direction of an innovative startup developing a conversational analysis solution based on AI, enabling transcription, analysis and automation of the processing of professional exchanges.
Key achievements:
Technical leadership and management of a team of 6 developers, implementation of a modern architecture (Next.js/Nest.js) and agile management of developments
Design and development of the AI infrastructure:
Implementation of Speech-to-Text models with fine-tuning on 400+ hours of annotated data
Development of a multi-speaker diarization system using hybrid deep learning approaches
Creation of a RAG (Retrieval Augmented Generation) engine for contextual exploitation of documents
Design of a multi-agent architecture for conversational analysis and automatic synthesis generation
Implementation of a quantitative sentiment analysis system for extracting customer insights
Design of intelligent document auto-completion modules
Management of the technical team:
Development of connectors for the main videoconferencing platforms (Google Meet, MS Teams, Zoom)
Scalability of the app
Creation of a React Native mobile application
Product Management:
Definition and monitoring of product KPIs
Continuous optimization of the conversion funnel
Implementation of a technical scalability strategy
Animation of agile rituals and prioritization of the backlog
LLM Speech Recognition Pytorch Natural Language Processing (NLP) NLP
ALCOM Technologies
Machine learning engineer
SOFTWARE PUBLISHING
August 2019 - August 2022 (3 years)
Bordeaux, France
Technical direction of two innovative deeplearning projects:
Transport & Image Analysis:

Development of a passenger flow counting solution for the RATP

Design of deep learning algorithms (object detection and Kalman filters)
Innovation in computer vision with 2D/3D cameras (2 patents filed)
Deployment in real conditions in public transport

AgriTech & Viticulture:

Creation of an expert system for forecasting vine diseases

Predictive modeling of risks (Downy mildew, Botrytis, Powdery mildew)
Development of a complete microservices architecture including:

GPS tracking of agricultural equipment
2D interpolation of meteorological data
Geolocation predictions of pathogenic risks
Optimization algorithms for viticultural equipment
Time series analysis

Design and implementation of the central orchestration API
Python FastAPI Scikit-learn TensorFlow Pytorch
School of AI
Dean of Bordeaux
EDUCATION AND E-LEARNING
October 2018 - August 2019 (10 months)
Bordeaux, France
Dean's mission: I created and managed a community via meetups around Deep learning for the city of Bordeaux. The objective was also the creation of curriculums for learners.
Python Pytorch Numpy Pandas