👋 Hi! I'm a Senior AI/ML Engineer with 6+ years of specialized experience in Marketing Mix Modeling (MMX), causal inference, and large-scale predictive ML. Alongside my core engineering work, I'm deeply passionate about education—having trained 1,500+ students and working professionals across Python, Applied Statistics, and Machine Learning algorithms. I bridge the gap between complex mathematical theory and production ML systems. Over the last 6+ years, I’ve worked on production Marketing Mix Modeling (MMX) and AI systems, while dedicating 4+ years to mentoring the next generation of tech talent. To date, I've had the privilege of mentoring 1,500+ students—helping them master Python, grasp core statistics, and crack competitive ML job roles. Let’s connect if you need help with: - Breaking down difficult ML/Statistics concepts. - Building production-grade MMX / Marketing Attribution frameworks. - Preparing for Machine Learning technical rounds & system design. Check out my 1:1 calls and digital resources below!