Amy Tantchou
Innovative Data Science Leader | Champion of AI & Machine Learning Solutions | Architect of Business Growth | Former Equifax, Mariner Finance
- Role
- Director Data Science at Capital One
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Amy Tantchou
With a storied career spanning over 15 years, I stand at the intersection of data science innovation and strategic business growth. My journey is a testament to the transformative power of AI, machine learning, and advanced analytics in reshaping the landscape of consumer finance and beyond.What Drives Me: At the core, I’m a visionary leader passionate about uncovering data-driven insights that drive decision-making, enhance customer experience, and unlock new avenues of financial growth. My mission is to blend cutting-edge technology with robust business strategies to not only anticipate the future but to create it.My Impact: I’ve spearheaded initiatives that have significantly amplified exposure and net present value, saved millions in potential losses, and have been the architect behind high-performing teams that stand at the forefront of innovation in data science and analysis. Highlights include: Leading the development of revenue valuation models, unveiling an incremental exposure of $1B and boosting Net Present Value by over $250M. Pioneering an early risk indicator tool with neural networks, mitigating $8M in losses. Building from scratch a dynamic data science team, driving a 23% growth through advanced scoring models and customer lifecycle analytics.Tech Mastery: With a toolkit enriched by Python, AWS EMR, Spark, TensorFlow, and more, I am adept at navigating the complex data ecosystem, delivering solutions that are as innovative as they are impactful.Collaboration & Leadership: Beyond technical expertise, my leadership is characterized by a commitment to mentorship, collaboration, and the fostering of environments where diverse talents can thrive and innovation can flourish.Looking Ahead: As I continue to explore the frontier of data science and its applications in AI/ML, statistical modeling, and business intelligence, I am excited about the opportunities to drive change, create value, and lead organizations towards a future where data is not just an asset but a catalyst for growth.
Experience
Director Data Science
Jun 2021 — Present · McLean, VA, US
Education
Georgia State University
Master's degree, Mathematics and Statistics
2008 — 2010
Georgia State University
PhD program (ABD), Mathematics and Statistics
2011 — 2018
University of Yaounde I
Bachelor's degree, Mathematics
2002 — 2005
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