Robert Maria - Consultant, machine learning

Recommended expert

Strasbourg, France

Experience

Jan 2023 - Dec 9999

7977 years

Remote

Consultant, machine learning

External consultant for different companies

Improving production efficiency of glass factories in France remotely

Jan 2023 - Dec 2023

1 year

Consultant, machine learning

External consultant for different companies

Engaged in leveraging large language models to assist institutions in streamlining public procurement processes
Implemented AI-driven solutions to enhance efficiency and effectiveness of procurement procedures
Facilitated smoother and more optimized transactions for institutions and suppliers alike

Jan 2022 - Present

4 years 1 month

Jury for AI and agile certifications

Simplon.co

Jan 2020 - Dec 2022

3 years

Consultant, machine learning

External consultant for different companies

Developed the entire online automatic identity verification system
Integrated or developed algorithms for face recognition, liveness detection, head pose estimation, tracking, deepfake detection, official document detection and classification, conformity checks, information extraction from official documents
Implemented CI/CD pipelines
Successfully passed external audits and scaled the system for 10x more daily verifications
Contributed to the company’s acquisition by La Poste in 2021

Jan 2018 - Present

8 years 1 month

Consultant, machine learning

External consultant for different companies

Jan 2018 - Dec 2020

3 years

Consultant, machine learning

External consultant for different companies

Responsible for embedded AI algorithms for battery-powered security cameras
Provided performance analysis of algorithms to top management
Integrated new functionalities and computer vision capabilities in low data regimes
Implemented algorithms for person detection, face recognition, activity detection
Built the product with the team, leading to acquisition by Amazon in 2019
Contributed to the prototype camera winning the CES Innovation Award 2019 in Las Vegas

Jan 2018 - Dec 2018

1 year

Consultant, machine learning

External consultant for different companies

Developed methods for data visualization
Created anomaly detection algorithms and predictive models for warehouse accident prevention

Jan 2016 - Dec 2018

3 years

Algorithm developer

Continental Automotive

Developed methods to assess dash camera performance under various weather conditions using machine learning
Implemented fast object detection neural networks for pothole, speed bump, and debris detection from video streams
Developed free-space detection algorithms

Jan 2010 - Dec 2012

3 years

Researcher

Foton Laboratory-ENSSAT

Built an amplifier for optical fibers using nano-tapers and erbium-doped micro-spheres

Jan 2009 - Dec 2010

2 years

Researcher

International Atomic Energy Agency

Optimized digital industrial radiography techniques for specific applications
Developed procedures and protocols for radiography processes

Jan 2008 - Dec 2012

5 years

Teaching and research assistant - physics

Politehnica University of Timisoara

Taught physics courses and seminars
Supervised laboratory sessions for students across different departments

Summary

Machine learning consultant with experience in computer vision, deep learning and natural language processing.

Skills

Machine Learning
Deep Learning
Computer Vision
Image Processing
Computer Simulations
Project Management
Team Leading
Agile Methods
Research
Physics
Data Visualization
Data Analysis
Python
Keras
Tensorflow
Pytorch
Matlab
C++
Linux
Bash
Docker

Languages

English

Advanced

French

Elementary

Romanian

Elementary

Education

Oct 2012 - Jun 2015

University of Strasbourg

PhD in particle physics · particle physics · Strasbourg, France

West University of Timisoara

Master in theoretical and computational physics · theoretical and computational physics · Timișoara, Romania

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Researcher

Foton Laboratory-ENSSAT

Researcher

International Atomic Energy Agency

Teaching and research assistant - physics

Politehnica University of Timisoara

Summary

Skills

Languages

Education

University of Strasbourg

PhD in particle physics · particle physics · Strasbourg, France

West University of Timisoara

Master in theoretical and computational physics · theoretical and computational physics · Timișoara, Romania

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