Data Scientist
CurrentAt 10Analytics, I collaborate on impactful machine learning projects across diverse sectors. Key achievements include a ransomware detection system with 95% accuracy, reducing potential losses by 30% for finance and e-commerce clients. My cohort analysis models increased customer lifetime value by 15%, while predictive maintenance solutions cut equipment downtime by 25% in energy and manufacturing. Customer churn models improved prediction accuracy by 20%, significantly reducing churn rates in retail and finance.I've applied advanced computer vision techniques to automate image classification and object detection, reducing manual processing times by 60% in healthcare and e-commerce. My object detection models streamlined inventory management, reducing stock discrepancies by 20%. In NLP, I developed sentiment analysis models contributing to a 10% uplift in customer engagement, and text classification models that improved query response times by 25%.I design interactive dashboards using Power BI, Tableau, and Looker Studio, providing real-time insights. A healthcare dashboard I created improved decision-making efficiency by 15%. I've led data warehousing initiatives using SQL and cloud solutions, ensuring scalable architectures. ETL processes using SQL and cloud-based tools have streamlined data workflows across departments.I collaborate with cross-functional teams, translating complex technical solutions into actionable insights. I've led client-focused projects in retail supply chain optimization and healthcare analytics. My toolkit includes Python, R, SQL, machine learning frameworks, NLP tools, and cloud platforms like AWS, Azure, and Google Cloud.My work consistently delivers quantifiable impact, from reducing losses and improving customer retention to enhancing operational efficiency across industries.