Andrew Shade

About Andrew Shade

I am a data-driven professional with a Bachelor\'s degree in Economics and a concentration in Quantitative Analysis. I have a strong background in data science, statistical analysis, and machine learning, with an ability to turn complex data into actionable insights. I\'ve applied these skills across various domains including FinTech, Finance, Marketing, and SaaS.In my current role as a Data Scientist at Curinos, I spearhead transformative data analytics initiatives for clients, leveraging advanced modeling techniques to drive profound insights. My pivotal role includes orchestrating the seamless implementation and tailoring of our cutting-edge software solutions.Previously, I functioned as a Marketing & Business Analyst at Axos Bank where I conducted Business Process Analysis for the Small Business Segment, leading to significant increases in submissions, funnel efficiency, and monthly funding. I was also instrumental in creating machine learning models for various purposes, from fraud detection to funnel optimization.I am proficient in SQL, Python, and Excel for statistical analysis and data science, and comfortable using data visualization tools like Tableau, PowerBI, and Redash.I am always looking for opportunities to leverage my data science skills to solve complex business problems and drive strategic decision-making.Specialties: Statistical Modeling, Data Visualization, Machine Learning, Python (Pandas, ScikitLearn, Pyspark, Statsmodels), SQL, AWS, Apache Hive, Tableau, Databricks

Experience

1. Senior Data Scientist

   Curinos

   Oct 2023 — Present · New York, NY, US

   Developed and patented a generative AI and machine learning solution to dynamically create personalized marketing copy for banks, significantly enhancing the performance and results of our Amplero product in driving customer engagement and marketing effectiveness.Applied advanced statistical concepts and machine learning algorithms to develop scalable workflows and optimize FinTech product performance, focusing on customer behavior and engagement marketing.Designed and implemented experimental analytics techniques to measure the success of marketing optimization campaigns using machine learning (ML) models.Collaborated with machine learning engineers to refine Reinforcement Learning-based marketing capabilities, driving innovation in data-driven banking solutions.Explored and utilized cutting-edge AI advancements to enhance product offerings, while maintaining high standards for model development, validation, and production deployment.

Education

• Bella Vista High School

  High School Diploma

  2012 — 2016

• Georgia Institute of Technology

  Master of Science - MS, Analytics

• San Diego State University

  Bachelor of Arts - BA, Econometrics and Quantitative Economics