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Crayon’s Data & AI tech blog
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LLM for Optimisation in 3-D Space: A comparison with Deterministic optimisation methods
LLM for Optimisation in 3-D Space: A comparison with Deterministic optimisation methods
Recommendations for the present and the future.
Peter Eze
Jul 30
Structuring Retrieval Augmented Generation (RAG) Projects
Structuring Retrieval Augmented Generation (RAG) Projects
Optimize RAG systems with traditional ML principles. Structure evaluation with error analysis, improve data.
Leonardo Schettini
Jun 28
Fairness in text-to-speech systems. Towards synthetic gender-ambiguous voices
Mimicking and representing human communication
Mkoutsog
May 30
Beyond the Code: Unveiling the Complexity of AI Development
Beyond the Code: Unveiling the Complexity of AI Development
In the realm of Artificial Intelligence development, the phrase “It’s just code, right?” often oversimplifies the intricate journey…
Doris Andrei
Apr 19
LLM Evaluation: Harnessing the Power of Giskard
LLM Evaluation: Harnessing the Power of Giskard
As LLMs become increasingly powerful and prevalent, evaluating their performance and impact becomes paramount. This article explores the…
Azaf Tanveer
Mar 17
Memories of a Wonderful Week: Celebrating Team Unity
Memories of a Wonderful Week: Celebrating Team Unity
The spirit of excitement and camaraderie filled the air as Crayon recently hosted an unforgettable event that brought us all together to…
Daniela Gonzalez
Dec 7, 2023
My Internship Journey in Computer Vision at Crayon
My Internship Journey in Computer Vision at Crayon
Introduction
Daniela Gonzalez
Oct 30, 2023
Replatforming and Rearchitecing with Serverless Event-based Architecture Approach
Replatforming and Rearchitecing with Serverless Event-based Architecture Approach
Web businesses that run successfully for several years or even a decade can experience the tiredness of perpetual growth. That is usually…
Marin Radjenovic
Aug 20, 2023
Demystifying the Transformer Architecture: A Comprehensive Guide
Demystifying the Transformer Architecture: A Comprehensive Guide
Well here we go, another Transformers article out there…so why do I want to write this article. Since I started using Transformer based…
Julianpegoraro
Aug 19, 2023
Euroshop until you drop
Euroshop until you drop
Crayon promoted AI-based retail services at the world’s biggest retail trade fair Euroshop2023 in Düsseldorf, Germany — a short summary rep
Norbert Brändle
Jul 27, 2023
Search Engine for clothes using CLIP
Search Engine for clothes using CLIP
A few months ago I went to a conference for retail. The weeks before, I was very into OpenAI’s CLIP model, which combines Computer Vision…
Julianpegoraro
Jun 28, 2023
An Introduction to Quantum Computing
An Introduction to Quantum Computing
Johannes Hecher
Jun 14, 2023
Create a custom AI chatbot powered by the OpenAI ChatGPT model
Create a custom AI chatbot powered by the OpenAI ChatGPT model
ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response. Since…
Khalid IBNELBACHYR
Jun 3, 2023
Data Science project end-to-end: use-case in banking and collection
Data Science project end-to-end: use-case in banking and collection
That is a summary of Crayon’s project delivered for the international holding operating in the debt collection domain.
Igor' Smirnov
Mar 28, 2023
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