Computer vision & quality control
Object detection, anomaly detection and image pipelines for production lines, designed for real-time decision-making.
I help startups, SMEs, large groups and industrial teams turn an AI idea into a reliable tool — machine learning and deep learning, from feature engineering to time-series forecasting, anomaly detection, predictive maintenance, computer vision, NLP and LLMs, through to production. Scoped missions, clear deliverables, remote.
They trusted me
End-to-end missions, from scoping to deployment.
Object detection, anomaly detection and image pipelines for production lines, designed for real-time decision-making.
Feature engineering, supervised and unsupervised learning, model evaluation and optimization. Predictive maintenance, price forecasting and similar tabular or time-series problems — with models such as Lasso, ARIMA, XGBoost and more.
Search, extraction and assistants over your internal documents, for fast and reliable access to information.
Fine-tuning, evaluation and integration of language or vision models into your product, with a focus on operational deliverables.
APIs, cloud deployment and data workflows.
Client missions where business impact came first.

Development of a price prediction algorithm.
PRAVDATA confidential · client, sector and stack not disclosed

Automated object detection, dimension estimation and 3D modeling for storage — no more manual cataloguing.
Self-Storage.ai full object compatibility · 3D in ~3 minutes · GCP APIs

Real-time label detection and anomaly checks on seed-bag production lines to cut labeling errors.
Limagrain <2s processing · 99% classification accuracy
A clear path from the problem to a maintainable production deliverable.
Understand the problem, the data, the constraints and the success criteria, then define a clear deliverable.
State of the art, then a fast prototype validated on your data, with iterations together — no black-box demos without metrics.
Data preparation, model development, evaluation and optimization until the solution meets the agreed criteria.
Package as an API or integrated service, document the handover, and leave you with a maintainable deliverable.
Master’s in Computer Science (AI), hands-on missions in industry and R&D — Self-Storage.AI, Limagrain, CPAM. I work in French and English, fully remote.
Describe your project, timeline and constraints — I’ll come back with a first opinion and next steps.