My Data Science Journey
Musings of a ChemE PhD turned Data Scientist
Category: Uncategorized
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Topic Extraction Using Non-Negative Matrix Factorization As part of my exploration into emerging research trends in machine learning, I recently revived an older project of mine. The core idea was simple: gather abstracts from top machine learning journals, process them, and use Non-Negative Matrix Factorization (NMF) to uncover overarching themes in the field. The pipeline…
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In my work measuring digital advertising campaigns, I often see how quickly the landscape shifts—driven by advances in transformers and deep learning. These changes make it important to pause and assess which innovations are most relevant to improving outcomes for advertisers and platforms. The Deep Interest Network (DIN) paper caught my attention as a practical…
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In the ever-evolving world, the art of forging genuine connections remains timeless. Whether it’s with colleagues, clients, or partners, establishing a genuine rapport paves the way for collaborative success.
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Challenges in business are a given, but it’s our response to them that defines our trajectory. Looking beyond the immediate obstacle, there lies a realm of opportunity and learning.
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Every business has a unique potential waiting to be tapped. Recognizing the keys to unlock this growth can set an enterprise on the path to unprecedented success.
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The magic that emerges from effective collaboration is undeniable. When diverse minds converge with a shared purpose, the results can be transformative.
My Data Science Journey 