Author
Alexandre Bonnet
Alexandre Bonnet is the Machine Learning Solutions Engineer Lead at Encord.
He holds a Master's degree in Theoretical Physics from Imperial College and has been a Senior Data Engineer in various AI companies. Alexandre has also been a member of Entrepreneur First's LD17 cohort as the CTO and Co-Founder of Armour, an insurtech venture.
All articles by Alexandre Bonnet
![[Live Event Recap] Introducing the Encord Agents Catalog: Deploy AI Agents in Minutes](https://images.prismic.io/encord/abqfybbci2UF6L4f_MarchmasterclassResizedforLI.png?auto=format%2Ccompress&fit=max)
[Live Event Recap] Introducing the Encord Agents Catalog: Deploy AI Agents in Minutes
AI Agents
Mar 18 2026
2026 Webinar Recap: World Models, Annotation Workflows & Smarter AI
Company
Jun 02 2025
The Complete Guide to Human Pose Estimation for Computer Vision
Machine Learning
Nov 11 2022
Playing videos is easy, pausing them is actually very difficult
Data Operations
Nov 11 2022
From Vision to Edge: Meta’s Llama 3.2 Explained
Computer Vision
Sep 30 2024
How Weave Annotates Complex Edge-Cases for Robots Folding 1,000 lbs of Laundry per Week
Physical AI
Sep 17 2026
AI Data Curation for LLM and Multimodal Teams: A Practical Framework
Data Curation
Jul 09 2026
Why Data Diversity, Not Data Volume, Will Decide Who Wins Physical AI
Industry News
Sep 11 2026
15 Best Free Datasets for Human Pose Estimation in Computer Vision
Machine Learning
Feb 20 2023
Best Foundation Models for the Physical World in 2026: Cosmos, GR00T, and What's Next
Product
Aug 26 2026
Best Practices for Video Annotation in Multi-Object Tracking
Feb 05 2025
Full Guide to Building an Autonomous Vehicle Training Dataset
Data Annotation
Jul 28 2026
How to Automate Video Annotation for Machine Learning
Computer Vision
Apr 15 2026
Why Encord Is the Best Choice for Video Annotation: Stop Annotating Frame by Frame
Jul 07 2026
The Complete Guide to Image Annotation for Computer Vision
Computer Vision
Mar 10 2026
The Complete Guide to Data Curation for Computer Vision
Mar 10 2026
Accuracy vs. Precision vs. Recall in Machine Learning: What is the Difference?
Machine Learning
Nov 23 2023
What Is AI Data Labeling? Definition, Types and the Process
Data Annotation
Jul 07 2026
How to Label Data for Machine Learning: A Step-by-Step Workflow
Machine Learning
Jul 02 2026
What is Physical AI? Definition, Examples, and Uses
Computer Vision
Feb 05 2026
What Is Named Entity Recognition? Selecting the Best Tool to Transform Your Model Training Data
Data Operations
Dec 19 2024
How to Manage Data Annotation Pipelines: A Guide to Building Scalable Medical AI Solutions
Data Annotation
Dec 02 2024
Understanding Multiagent Systems: How AI Systems Coordinate and Collaborate
Machine Learning
Dec 30 2024
Key Features to Look for in an Image Labeling Tool
Data Operations
Dec 17 2024
How to Implement Audio File Classification: Categorize and Annotate Audio Files
Data Annotation
Dec 20 2024
Key Challenges in Video Annotation for Machine Learning
Computer Vision
Jan 31 2025
Top RLHF Tools
Computer Vision
Nov 01 2024
ML Observability Tools: Arize AI Alternatives
Apr 19 2024
Guide to Panoptic Segmentation
Machine Learning
Sep 13 2023
What is Out-of-Distribution (OOD) Detection?
Machine Learning
Sep 15 2023
Guide to Transfer Learning
Machine Learning
Sep 05 2023
Image Embeddings to Improve Model Performance
Machine Learning
Jul 27 2023
Fine-tuning Models: Hyperparameter Optimization
Machine Learning
Aug 22 2023
Web Agents and LLMs: How AI Agents Navigate the Web and Process Information
Machine Learning
Dec 23 2024
What is Supply Chain Automation?
Computer Vision
Feb 14 2025
How To Fine-Tune The Segment Anything Model
Learn
Nov 04 2024
What is Ensemble Learning?
Machine Learning
Nov 24 2023
Autonomous Mobile Robots (AMRs): A Comprehensive Guide
Machine Learning
Mar 03 2025
How to Enhance Text AI Quality with Advanced Text Annotation Techniques
Text
Dec 13 2024
What is Speaker Diarization?
Audio
May 12 2025
Document Intelligence: How to Automate Knowledge Extraction
Text
Jan 30 2025
How Speech-to-Text AI Works: The Role of High Quality Data
Text
Feb 13 2025
What is Natural Language Search? How AI is Transforming Search
Text
Jan 21 2025
Teaching Machines to Read: Advances in Text Classification Techniques
Text
Jan 16 2025
AI Metrics that Matter: A Guide to Assessing Generative AI Quality
Generative AI
Dec 03 2024
Barlow Twins: Self-Supervised Learning
Machine Learning
Sep 11 2023
ML Monitoring vs. ML Observability
Machine Learning
Aug 15 2023
Inter-rater Reliability: Definition, Examples, Calculation
Machine Learning
Sep 01 2023
ONNX Standardized Format: The Universal Translator for AI Models
Machine Learning
Aug 15 2024
What is RLAIF - Reinforcement Learning from AI Feedback?
Computer Vision
Dec 20 2023
How Standard AI Process Millions of Video Files 5x Faster for Their Retail Computer Vision Model
Physical AI
Jan 01 2026
How Archetype Increased Efficiency by 70% for Development of Their Physical AI Foundation Model
Physical AI
Apr 20 2026
How Pickle Robot Sped Up Iteration Cycles by 60% for Their Physical AI Model for Supply Chain Automation
Physical AI
Jun 08 2026