Breaking into Data Science
Sarah Jenkins
Subject
Reported by Albert
October 30, 2025
Key Outcome
"Published 2 research papers and found a role"
With a PhD in Mathematics, Sarah had the theory down but lacked the practical application skills required for industry Data Science. Albert created a 'Research to Industry' roadmap that translated her high-level mathematical knowledge into Python-based ML frameworks.
Sarah's roadmap wasn't just about coding; it was about building a portfolio. Albert guided her through advanced data visualization techniques and neural network optimization. This practical focus led to her publishing two recognized papers during her study period and ultimately securing a Lead Data Scientist position at a major healthcare tech firm.
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