Mona Rakibe – Medium

Mona Rakibe

The Ultimate Guide to Evaluating Data Observability Tools

Over the past few years, I have spoken to hundreds of data practitioners about their needs and challenges that a data observability tool…

7 min readDec 12, 2023

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The Ultimate Guide to Evaluating Data Observability Tools

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Mona Rakibe

The Significance of Data Quality in the World of Generative AI

LLMs are already expensive to train in the first place, and the need to retrain arising from the bad-quality data would be nighmare

6 min readJun 22, 2023

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The Significance of Data Quality in the World of Generative AI

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Mona Rakibe

How to Find Anomalies in Data using ML

Originally published by Max Lukichev, Co-founder/CTO & Lina Khatib, Lead Data Scientist @Telmai

6 min readApr 18, 2023

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How to Find Anomalies in Data using ML

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Mona Rakibe

Data Observability vs. Data Quality

Authored by Mona Rakibe, CEO/Co-Founder of Telmai

4 min readJan 23, 2023

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Data Observability vs. Data Quality

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Mona Rakibe

Are data teams using lineage effectively for Data Observability? Maybe not

Data Lineage is one of the most discussed topic today and while This article covers the applicability of data lineage in Data…

4 min readAug 16, 2022

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Are data teams using lineage effectively for Data Observability? Maybe not

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Mona Rakibe

Introducing the First Semi-Structured Data Observability

Why Semi-Structured

3 min readJul 26, 2022

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Introducing the First Semi-Structured Data Observability

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Mona Rakibe

Why You Need to Shift Your Data Monitoring Left

In today’s world, data-driven businesses have the advantage. You can ensure that your data is high quality with data monitoring, which…

7 min readJun 8, 2022

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Why You Need to Shift Your Data Monitoring Left

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Mona Rakibe

Do I need Testing, monitoring, or none/both for my Data Pipelines?

Introduction

7 min readMay 23, 2022

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Do I need Testing, monitoring, or none/both for my Data Pipelines?

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Mona Rakibe

Who has control of your data pipeline ?

Data Observability has been the talk of the data community for the last couple of years, but often gets treated as a pure alerting system…

4 min readApr 18, 2022

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Who has control of your data pipeline ?

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Mona Rakibe

The evolution of cloud-based data profiling

Cloud migration and integration projects rely on good quality data to meet their objectives. However, traditional technologies have…

7 min readOct 19, 2021

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The evolution of cloud-based data profiling

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Mona Rakibe

Mona Rakibe

Love solving complex problems using data. CEO, product head & data leader(www.telm.ai). Democratize data quality across business and technology using ML/AI

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