Edwin Garcia
Greater Lexington Area,United States
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Edwin Garcia is a highly accomplished Senior Data Scientist with over 12 years of experience specializing in machine learning, predictive analytics, and big data technologies. He has a proven track record of developing and deploying data-driven solutions that drive business growth and operational efficiency across various industries, including tech, finance, and e-commerce. Edwin is passionate about translating complex data into actionable insights and excels in leading cross-functional teams to deliver innovative AI products. He is proficient in Python, R, SQL, Spark, and cloud platforms like AWS and GCP, with a strong foundation in statistical modeling and algorithm development. Edwin is committed to continuous learning and actively contributes to the data science community through mentorship and knowledge sharing.
Professional Summary
Edwin Garcia's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Lead Architect for Predictive Maintenance System
Designed and led the development of a predictive maintenance system for industrial IoT devices, which reduced unplanned downtime by 30% and saved an estimated $2 million annually in operational costs for a major manufacturing client.
Published Researcher in ML Ethics
Co-authored a peer-reviewed paper on 'Ethical Considerations in AI-driven Customer Segmentation' presented at the International Conference on Machine Learning (ICML), contributing to responsible AI practices.
Data Science Team Lead of the Year 2022
Recognized for exceptional leadership in mentoring a team of 8 data scientists, fostering a collaborative environment, and consistently exceeding project delivery targets for a Fortune 500 tech company.
Development of a Novel Fraud Detection Algorithm
Innovated a new machine learning algorithm for real-time fraud detection in financial transactions, improving detection accuracy by 15% over existing models and significantly reducing false positives.
Educational Background
Master's degree, Business Administration
Union College (KY) - Year 2019
Bachelor of Business Administration - BBA and Bachelor of Business Marketing, Business Administration And Marketing
Union College (KY) - Year 2015
Tates Creek High School - Year 2011
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Company Overview
Bank of America Merrill LynchBank of America is one of the world's leading financial institutions, serving individual consumers, small and middle-market businesses, and large corporations with a comprehensive range of banking, investing, asset management, and other financial and risk management products and services. The company resulted from the 1998 merger of BankAmerica and NationsBank, though its history traces back much further. In 2009, Bank of America acquired Merrill Lynch, significantly enhancing its wealth management, investment banking (often operating as BofA Securities), and global markets capabilities. The Merrill Lynch name, now often shortened to 'Merrill,' remains prominent for its wealth management division.
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