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 blogs by Alexandre Bonnet
May 2025 Webinar Recap: World Models, Annotation Workflows & Smarter AI
The Complete Guide to Human Pose Estimation for Computer Vision
10 m
How to Use the Annotator Training Module
5 m
Playing videos is easy, pausing them is actually very difficult
5 m
From Vision to Edge: Meta’s Llama 3.2 Explained
Key Challenges in Video Annotation for Machine Learning
Top RLHF Tools
10 m
Fine-tuning Models: Hyperparameter Optimization
Image Embeddings to Improve Model Performance
6 m
Accuracy vs. Precision vs. Recall in Machine Learning: What is the Difference?
10 m
Web Agents and LLMs: How AI Agents Navigate the Web and Process Information
What is Supply Chain Automation?
How To Fine-Tune The Segment Anything Model
10 m
Data Curation in Computer Vision
6 m
What is Ensemble Learning?
8 m
How to Implement Audio File Classification: Categorize and Annotate Audio Files
Autonomous Mobile Robots (AMRs): A Comprehensive Guide
Understanding Multiagent Systems: How AI Systems Coordinate and Collaborate
How to Enhance Text AI Quality with Advanced Text Annotation Techniques
15 Best Free Datasets for Human Pose Estimation in Computer Vision
3 m
How to Automate Video Annotation for Machine Learning
6 m
How to Manage Data Annotation Pipelines: A Guide to Building Scalable Medical AI Solutions
Why Encord Is the Best Choice for Video Annotation: Stop Annotating Frame by Frame
What is Speaker Diarization?
What is Physical AI?
Document Intelligence: How to Automate Knowledge Extraction
Best Practices for Video Annotation in Multi-Object Tracking
Key Features to Look for in an Image Labeling Tool
How Speech-to-Text AI Works: The Role of High Quality Data
What Is Named Entity Recognition? Selecting the Best Tool to Transform Your Model Training Data
What is Natural Language Search? How AI is Transforming Search
Teaching Machines to Read: Advances in Text Classification Techniques
AI Metrics that Matter: A Guide to Assessing Generative AI Quality
Guide to Panoptic Segmentation
Barlow Twins: Self-Supervised Learning
5 m
ML Monitoring vs. ML Observability
4 m
Guide to Transfer Learning
7 m
Inter-rater Reliability: Definition, Examples, Calculation
What is Out-of-Distribution (OOD) Detection?
4 m
ONNX Standardized Format: The Universal Translator for AI Models
ML Observability Tools: Arize AI Alternatives
5 m
What is RLAIF - Reinforcement Learning from AI Feedback?
8 m
How Standard AI Powers Retail Intelligence at Scale With Encord
4 m
Archetype AI Improve Efficiency by 70% With Encord
4 m
How Pickle Robot Is Using Encord To Build Physical AI For Warehouse Automation
4 m
Slashing Data Management Overhead By 90%: How Plainsight Streamlined Vision Data Pipelines with Encord
4 m