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PCOS Prediction Using Machine Learning: A Comprehensive Analysis
Building and evaluating machine learning models to predict Polycystic Ovary Syndrome (PCOS) using clinical and biochemical features, achieving high accuracy for early diagnosis.
Data Science Portfolio
Articles, tutorials, and insights about data science, machine learning, and analytics. Sharing knowledge and experiences from my work in healthcare, sustainability, and business intelligence.
From Tables to Triples: Constructing a Knowledge Graph for Chronic Kidney Disease Data
Leveraging Python, RDFLib, and standard medical ontologies (SNOMED-CT, LOINC) to transform tabular Chronic Kidney Disease data into a structured Knowledge Graph, highlighting data integration and problem-solving.
Unlocking Retail Insights: Analyzing SPAR Promotions with Big Data
Discover how a custom big data system helps SPAR analyze promotional effectiveness, basket size, and cannibalization effects using Apache Spark and advanced analytics.
Unlocking Chatbot Insights: My Journey Building a Performance Dashboard at Foot Locker
Discover the process behind creating a Power BI dashboard to monitor Foot Locker's chatbot performance, focusing on key metrics like deflection rate and escalations, and the valuable lessons learned.
Unifying Our Customer View: The Wageningen Academy & Professional Education CRM Integration Journey
Follow the journey of integrating two distinct CRM systems at Wageningen University & Research to enhance customer experience, boost efficiency, and drive cross-selling opportunities between Wageningen Academy and Professional Education.
Building Our CRM Future: The Journey and Learnings Behind Our 2023 Plan
Discover how Wageningen University & Research crafted its CRM Plan 2023—a strategic roadmap to break down silos, optimize data structures, and enable data-driven marketing for deeper customer insights and cross-selling opportunities.