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From Big Data to Agents: My Decade Building Systems

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When a Simple Scraper Changed Everything

Embarking on my journey in the world of data engineering, my initial task seemed unremarkable: scraping data. Despite its simplicity, this task marked a pivotal moment as it introduced me to the fundamental process of transforming unstructured data into organized information. This experience, dating back to 2014/15, instilled in me a valuable lesson that has guided my approach ever since: the key to success lies in accessing the right data, rather than relying solely on technical prowess. Moreover, it underscored the importance of identifying the correct patterns, emphasizing that effectiveness often surpasses the allure of sophisticated tools.

Reflecting on that significant juncture and the subsequent evolution of my career, this article aims to delineate my journey into the realm of data and shed light on the transformative developments that have culminated in today’s era of artificial intelligence.

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