Articles by Faisal Malik

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Faisal Malik

Faisal Malik has 28 years of experience in manufacturing, financial services, H&LS, travel and transportation, professional services, entertainment, consumer goods, and utility industries. He has extensive hands-on experience developing and refining strategies across a range of business processes, functional disciplines and industries, where he specializes in developing long-term relationships with partners and assisting organizations in developing insights. Faisal strives to leverage new technologies and optimize business processes to address business challenges.

Unpacking the Machine Learning Lifecycle with MLOps: Developing Your Model

We will discuss the first portion of the machine learning lifecycle of model research and development in this blog post.

Sentiment Analysis: Way Beyond Polarity

Sentiment analysis is a data analytics process used to improve the customer experience of consumer decision making.

What is MLOps? Getting Value out of Machine Learning

This post is part of a multi-part blog series to enhance understanding of and challenges involved with developing a mature machine learning environment.

Managing Model Drift Through MLOps

We know machine learning models can make your life easier, but what happens when these become less effective over time? We call it model drift.