LLM-Powered Assistants in the Enterprise
Every enterprise has now seen the same demo: an assistant that answers policy questions flawlessly from a sample document, prompting a round...
Natural Language Processing
Natural Language Processing
NLP techniques, sentiment analysis, and language models for Arabic and multilingual applications.
Recommendation Systems that Delight
A recommendation system that only ever suggests what everyone buys is not a recommendation system; it is a popularity list wearing a costume...
Applied Machine Learning for Business
The most expensive machine learning project is the one that never gets used. Walk into almost any organization in the region and you will fi...
Evaluating AI Systems Reliably
The most dangerous sentence in any AI project is it seems to work. A model that performs brilliantly in a notebook on a curated sample can c...
Computer Vision Use Cases in Retail
Retail runs on visibility, and for decades visibility meant a manager walking the floor hoping to spot what is out of stock, misplaced, or b...
Time Series Forecasting in Finance
Finance is the most forecasting-dependent function in any company, and also the least forgiving. A revenue projection off by a few points be...
ML Ops: From Notebook to Production
A notebook is the most dangerous place to leave a model. It proves an idea works, and then sits untouched while the world changes around it....
Vector Databases & RAG Systems
For decades, search matched strings. You typed a phrase, and the system found documents containing those words, with spelling and synonyms a...
Conversational AI & Chatbots
Nobody starts a conversation with a bot by choice. They start it because the alternative is worse: a hold queue, a form that does not cover...
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