Robert Maria
Consultant, machine learning
Experience
Consultant, machine learning
External consultant for different companies
- Improving production efficiency of glass factories in France remotely
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
Jury for AI and agile certifications
Simplon.co
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
Consultant, machine learning
External consultant for different companies
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
Consultant, machine learning
External consultant for different companies
- Developed methods for data visualization
- Created anomaly detection algorithms and predictive models for warehouse accident prevention
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
Researcher
Foton Laboratory-ENSSAT
- Built an amplifier for optical fibers using nano-tapers and erbium-doped micro-spheres
Researcher
International Atomic Energy Agency
- Optimized digital industrial radiography techniques for specific applications
- Developed procedures and protocols for radiography processes
Teaching and research assistant - physics
Politehnica University of Timisoara
- Taught physics courses and seminars
- Supervised laboratory sessions for students across different departments
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Manufacturing (7980 years), Education (9 years), Professional Services (8 years), Information Technology (8 years), Automotive (3 years), and Telecommunication (3 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Operations (7977 years), Research and Development (14 years), Information Technology (8 years), Business Intelligence (8 years), Product Development (7 years), and Project Management (4 years).
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
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
Profile
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