Odessa Elie-David Odessa Elie-David

The AI Paradox

Earth month is celebrated in April every year, and I couldn’t let the month end without addressing the elephant in the room - sustainability. While I have already written about multiple use-cases for AI and some of its benefits, I would be remiss if I didn’t talk about the threats. Can we even put AI and sustainability in the same sentence? Well, I’m going to…

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Odessa Elie-David Odessa Elie-David

AI for Development: Girls Shaping the Digital Future

Every year, Girls in ICT Day serves as a global reminder that the future of innovation, economic growth, and social progress depends on who gets to participate in building technology. Today, April 23, 2026, the world celebrates International Girls in ICT Day under the theme “AI for Development: Girls Shaping the Digital Future.” This year’s…

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Odessa Elie-David Odessa Elie-David

You’ve Been Using AI for Years

For many people, it seems like artificial intelligence (AI) suddenly arrived out of nowhere. One day the world was talking about the end of COVID-19 restrictions, then the next day we were talking about chatbots and image generators. Not literally, but that’s essentially how it feels. In this current age of AI, it seems like everyone is talking about it…

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Odessa Elie-David Odessa Elie-David

2025 Data Diaries

Hi DataFam! It’s been a long time since I’ve written a blog, but I couldn’t let the year end without doing a quick recap. In true data engineering fashion, I extracted some data from multiple sources to curate a 2025 Year in Review blog. As someone who works with data every day to help others save money, make money, and make better business decisions…

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Odessa Elie-David Odessa Elie-David

Three Keys to Successful Automation

Automating a work process can revolutionize how businesses operate, driving efficiency, reducing costs, and enhancing accuracy. However, as an Automation & Data Engineer, I’ve learned that in order to achieve these benefits, it is critical to focus on three key elements: a stable manual process, good data quality, and detailed documentation of requirements.

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Odessa Elie-David Odessa Elie-David

Regulation or Stifling Innovation? Why we Should Regulate Artificial Intelligence Systems

In 2024, the world’s first comprehensive Artificial Intelligence (AI) law was passed by the European Union (EU). The AI Act takes a risk-based approach to regulating how AI systems in the EU will be used and is expected to be fully adopted within the next 24 (and in some cases, 36) months.

While the use of AI has tremendous benefits in healthcare, disaster…

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Odessa Elie-David Odessa Elie-David

How a Girl in ICT Became a Woman in Tech

In a world where stereotypes often dictate career choices, I chose to pursue a career in a male-dominated field. My fascination with technology began around the age of 9 when I discovered the world of video games, particularly Nintendo classics. The thrill of exploring virtual worlds ignited my curiosity, and when my family bought our first desktop computer, my enthusiasm for technology was only…

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Odessa Elie-David Odessa Elie-David

Gen AI for All

As the only data engineer on a small team, I always strive to be at my maximum productivity. As Generative Artificial Intelligence (Gen AI) tools, such as ChatGPT and DALL-E, have become increasingly popular, companies are starting to realize that there is value in enabling employees’ productivity through the use of Gen AI. I’ve observed and will be sharing how the integration of Gen AI tools…

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Odessa Elie-David Odessa Elie-David

Understanding the Data Analytics Spectrum

If you want to discover meaningful insights and make informed decisions about your work, projects, or even your personal habits, it is imperative that you understand the different types of analysis. There are four main types of data analytics, namely descriptive, diagnostic, predictive, and prescriptive analytics. Each one is used to accomplish a different goal and employ the use of varying...

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Odessa Elie-David Odessa Elie-David

Unleashing Efficiency Through Automation

In the digital age, automating data extraction and processing is a strategic imperative for businesses. As an Automation and Data Engineer, it’s my job to ensure that data flows smoothly from one place to the next, with as little manual effort as possible. Not only does this expedite processes, but it fortifies the reliability and precision of information handling. Although some people are…

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Odessa Elie-David Odessa Elie-David

Case Study: Socioeconomic Impacts of Viral Public Health Shocks on the Caribbean Region

About a year ago, I started a research project to identify the socioeconomic impacts of viral public health shocks on the Cariibean region. I examined data from 6 outbreaks in different time periods to attempt to identify patterns over the years that could potentially lead to a knowledge bank of lessons learned from different regions and innovative approaches to addressing public…

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Odessa Elie-David Odessa Elie-David

Lessons from a Six-Month-Old Data Engineer

Over the past six months, my journey as a data engineer has been nothing short of enlightening! The core lesson I've embraced is the critical importance of reliable data sources. Data engineers are like architects, constructing intricate information structures, and for these structures to stand strong, the foundation of reliable data is paramount…

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Odessa Elie-David Odessa Elie-David

Comparing the Cloud Giants: GCP, Azure, and AWS for Data-Driven Success

Google Cloud Platform (GCP), Microsoft Azure, and Amazon Web Services (AWS) are three of the most prominent cloud service providers, each offering a wide range of cloud computing services and tools for business, data analytics, and data science. In my opinion, these platforms generally enable you to accomplish the same goals, but while this may be true in some circumstances…

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Odessa Elie-David Odessa Elie-David

Storytelling with Data

The skill of data storytelling is instrumental in delivering compelling presentations. Anyone can create charts and graphs and add them to a powerpoint, but not everyone can use data to effectively communicate a message. Data storytelling is the art of using, contextualizing and presenting data in order to create a narrative. So, it’s not only about visualizing the data and presenting it to an…

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Odessa Elie-David Odessa Elie-David

The Data Science Process

If you’re interested in working on data science projects to build your portfolio or to solve problems at work, there is a typical structure that you should be aware of before getting started. While the art of problem solving in the world of data science is never linear, the process generally remains the same. Whether I’m working on a research project or a project of personal interest, these are…

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Women’s History Month: Celebrating Caribbean Women in Data with Jernelle Jno Baptiste

It’s the last week of Women’s History Month and I just had to do something to celebrate! As a woman in data, I think it’s important to connect with other women like me, but I also think it’s important to show others the diversity in data professions. You could be an analyst, an engineer, a scientist, and much more. Data professionals also work in different industries and solve a plethora of problems…

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Odessa Elie-David Odessa Elie-David

Women’s History Month: Celebrating Caribbean Women in Data with Chelsi Florant

It’s the last week of Women’s History Month and I just had to do something to celebrate! As a woman in data, I think it’s important to connect with other women like me, but I also think it’s important to show others the diversity in data professions. You could be an analyst, an engineer, a scientist, and much more. Data professionals also work in different industries and solve a plethora of problems…

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Odessa Elie-David Odessa Elie-David

Women’s History Month: Celebrating Caribbean Women in Data with Arielle Khan

It’s the last week of Women’s History Month and I just had to do something to celebrate! As a woman in data, I think it’s important to connect with other women like me, but I also think it’s important to show others the diversity in data professions. You could be an analyst, an engineer, a scientist, and much more. Data professionals also work in different industries and solve a plethora of problems…

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Odessa Elie-David Odessa Elie-David

Women’s History Month: Celebrating Caribbean Women in Data with Shaniah Edwards

It’s the last week of Women’s History Month and I just had to do something to celebrate! As a woman in data, I think it’s important to connect with other women like me, but I also think it’s important to show others the diversity in data professions. You could be an analyst, an engineer, a scientist, and much more. Data professionals also work in different industries and solve a plethora of problems…

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Odessa Elie-David Odessa Elie-David

Women’s History Month: Celebrating Caribbean Women in Data with Vynliz Dailey

It’s the last week of Women’s History Month and I just had to do something to celebrate! As a woman in data, I think it’s important to connect with other women like me, but I also think it’s important to show others the diversity in data professions. You could be an analyst, an engineer, a scientist, and much more. Data professionals also work in different industries and solve a plethora of problems…

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