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• Battlefields Tested Practitioner & Strategist: 7 years experience in manipulating large-scale structural and non-structural data and building end-to-end Machine Learning (ML) systems using Deep Learning, Graph ML, Causal ML, Explainable ML, Multimodal ML (NLP, CV, Tabular). Proven records in writing code documented, modularized, tested, debugged, and optimized for production • 12X Business Creator & Value Generator: 7 years experience delivering results for businesses from startups to Fortune 100 enterprises, highly skillful in discovering high-impact problems and creating AI-ML-DS solutions to 12X results within 2X inputs • Click & Stick Communicator: 3 years experience in consulting business, influencing decisions with data-centric strategy. Excellent in communication, with the ability to pivot the before & after differences, with planning and pathways driven by data and guided by destiny. Proficient in data storytelling and system-level visualizations, making everything I present easy to make sense of and hard to forget, adapting my presentation style to different audiences. Prolific writer & frequent speaker in both technical and strategic conferences • Transformational Inspirator & Enabler: 7 years experience in teaching, coaching, and mentoring ML engineers & data scientists; 3 years experience in product management, building & leading agile teams to achieve results beyond and above expectations. Systematic in fast frequent failing forward, cultivating an atmosphere of authentic & audacious, visible & operational, giving & caring, fear-free & fun-overflow
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