📰 Medium · NLP

Problem Definition It has been observed that the same natural language query generates different SQL outputs when executed with the same… Continue reading on Ar

I built a natural-language data query platform: type a question in plain English, get back a table, a chart, sometimes both. The demo… Continue reading on Mediu

When your pipeline runs perfectly and your data is still wrong Continue reading on Medium »

What thousands of YouTube comments reveal about how people react to political narratives, and why data journalism offers a better way to… Continue reading on To

Problem Definition It has been observed that the same natural language query generates different SQL outputs when executed with the same… Continue reading on Me

A data story about sentiment, complaint patterns, and the discipline that separates a real finding from an artefact. Continue reading on Medium »

​Inside the 2014–2018 predictive modeling revolution that turned multi-million-dollar physical engines into a data-driven subscription… Continue reading on Medi

An end-to-end NLP project on the UK data job market: the findings, the moment the data fought back, and the methodology mistake I’m glad I… Continue reading on

How Spotify Kept You Hooked: Inside the Data Science of Discover Weekly Continue reading on Medium »

Descriptive Statistics is a way to describe and summarize data. It helps us understand large amounts of data easily. Instead of looking at… Continue reading on

What started as a curiosity about financial data ended up teaching me more about data engineering in two days than months of tutorials. Continue reading on Medi

An NLP analysis of the UK data role market, a methodology surprise, and what £14,000 of “AI premium” actually means. Continue reading on Medium »

In this article, we will have an understanding of WebProtégé — runs in any browser, requires no installation, supports simultaneous… Continue reading on DataDri

Github repo: ClickVector Continue reading on Medium »

Github repo: ClickVector Continue reading on Data Engineer Things »

At Zepto, the cart is more than a list of items. Behind every cart is an intent. Continue reading on Zepto TechXPress »

Out of 710 climate pledges that major oil companies made in 2021, how many were actually kept? Continue reading on Medium »

Good morning everyone! I’m happy to announce that yesterday I finished my first project in data science! I link here the github repository… Continue reading on

How we used code data and clustering techniques to move beyond self-reported skills in team formation Continue reading on Medium »

It is a common concern in production databases where multiple tables are not directly connected using primary or foreign keys. However, we… Continue reading on

Why financial data needs meaning, not just more data — and how enrichment turns raw records into usable context. Continue reading on Medium »

Most Steam games earn less than $5,000 in their lifetime. But a few make millions. The difference isn’t luck — it’s hiding in the data. Continue reading on Medi

If you look at the data engineering landscape right now, you would think traditional databases are obsolete. Every week, a new vector… Continue reading on Analy

Das Deutsche Rote Kreuz (DRK) ist riesig: 19 Landesverbände, über 450 Kreisverbände, Tausende lokale Angebote — von Tafeln über… Continue reading on Medium »