Data Scientist | Machine Learning Engineer | Problem SolverMy journey with data began much like my passion for cooking - with curiosity about how different elements combine to create something greater than their parts. With 3+ years in data science, whether I'm optimizing Machine Learning models or perfecting a recipe, I bring the same precision, creativity, and experimental mindset from my culinary passion to my analytics work.📊 Impact Highlights:- Led healthcare ML research improving maternal health predictions by 35% (10,000+ patients)- Streamlined ML deployment with Kubernetes/Docker, cutting deployment time by 30%- Developed user behavior models driving 40% retention improvement- Built scalable data pipelines enhancing efficiency by 35%💡 Technical Expertise:- ML/AI Stack: Python (TensorFlow, PyTorch, scikit-learn, Plotly, Seaborn), R, Stata; - Data Engineering: Hadoop, Spark, SQL;- MLOps & Tools: Kubernetes, Docker, Tableau, Power BI;- Analytics: Statistical Analysis, A/B Testing, Google Analytics.📈 What Makes My Approach Unique: Just as cooking requires understanding technique and taste, data science demands technical precision and business insight. In my kitchen, I experiment with flavors and techniques to create unique dishes. Similarly, in data science, I combine various methodologies and tools to craft innovative solutions. This parallel approach has taught me that:- The best results come from iterative experimentation and careful measurement- Understanding your audience (whether diners or stakeholders) is crucial- Quality ingredients (data) and proper preparation (cleaning) are fundamental- Sometimes the simplest solutions are the most elegant🎯 Current Focus:I specialize in developing end-to-end ML solutions that drive business impact. My experience spans:- Exploratory Data Analysis and Reporting- Predictive Analytics & Customer Behavior Modeling- Natural Language Processing & Text Analytics- Time Series Analysis & Forecasting- ML Model Deployment & Monitoring- Data Pipeline Architecture & OptimizationI am currently exploring opportunities where I can bring my blend of technical expertise and creative problem-solving to challenging Data Science projects in the healthcare or marketing domain. If you're looking for someone who brings technical depth and innovative thinking to the table, let's connect!