Experience

Lovelytics

• United States
• Data Infrastructure and Analytics
• 1 - 100 Employee

• Manager, Machine Learning

  • Apr 2022 - Present



Federated Hermes

• United States
• Financial Services
• 700 & Above Employee

• Lead Data Scientist

  • Mar 2021 - Apr 2022

  Pittsburgh, Pennsylvania, United States • Constructed an NLP pipeline ingesting the GDELT data and a group of 20 companies' ESG statements to create ESG scores for each company that are compared to competitors in order to identify favorable partnerships and investments • Spearheaded the adoption of Azure ML at Federated Hermes, personally leading my team's onboarding and testing of capabilities and connectivity to other tools in addition to mentoring the Investment Management team's Azure ML pilot • Upgraded data repository of… Show more • Constructed an NLP pipeline ingesting the GDELT data and a group of 20 companies' ESG statements to create ESG scores for each company that are compared to competitors in order to identify favorable partnerships and investments • Spearheaded the adoption of Azure ML at Federated Hermes, personally leading my team's onboarding and testing of capabilities and connectivity to other tools in addition to mentoring the Investment Management team's Azure ML pilot • Upgraded data repository of over 20 datasets and reworked and automated Databricks Python and Spark based pipelines feeding PowerBI visualizations and reports from our legacy system to a medallion architecture data lake • Created a PowerBI dashboard providing market penetration insights and saving $100,000 annually in third party fees • Mentored summer interns as well as a capstone team of CMU Master's students through end-to-end data science projects Show less



PNC

• United States
• Financial Services
• 700 & Above Employee

• Business Analytics Consultant

  • Apr 2019 - Mar 2021

  Pittsburgh, Pennsylvania, United States • Implemented a K-Means clustering algorithm on over 2,000 PNC branches in order to support retail banking analysis and decision-making across enterprise such as customer attrition monitoring and optimizing the branch network • Built an R Shiny application for tracking and planning scenarios for Community Reinvestment Act compliance into 2024 • Instituted a dynamic and comprehensive self-service Tableau reporting environment comprised of numerous visualizations from interactive path maps… Show more • Implemented a K-Means clustering algorithm on over 2,000 PNC branches in order to support retail banking analysis and decision-making across enterprise such as customer attrition monitoring and optimizing the branch network • Built an R Shiny application for tracking and planning scenarios for Community Reinvestment Act compliance into 2024 • Instituted a dynamic and comprehensive self-service Tableau reporting environment comprised of numerous visualizations from interactive path maps to Sankey charts for over 50 active users, replacing 12 static Excel reports • Overhauled monthly reporting processes by refining SQL and Python code eliminating over 3 days of manual work each month • Spearheaded the team's transition from SAS to Python, organizing training modules and mentoring team members

• Treasury Management Insights Data Analyst

  • Aug 2017 - Apr 2019

  Pittsburgh, Pennsylvania, United States • Design and develop multiple dynamic screens for the Treasury Analytics Platform (TAP) with Tableau and coordinate with the team’s developers to implement the screens into the platform in an Agile environment • Utilize SQL and Alteryx for data extraction and manipulation in order to create reports and visualizations for stakeholders for projects relating to Risk Management, behavioral insights into bookings, and implementations • Analyze data to create and publish visual data analysis… Show more • Design and develop multiple dynamic screens for the Treasury Analytics Platform (TAP) with Tableau and coordinate with the team’s developers to implement the screens into the platform in an Agile environment • Utilize SQL and Alteryx for data extraction and manipulation in order to create reports and visualizations for stakeholders for projects relating to Risk Management, behavioral insights into bookings, and implementations • Analyze data to create and publish visual data analysis dashboards in Tableau for various groups on an ad-hoc basis • Collaborate with senior management on initiatives such as process improvement, developing forecasting models, overall strategy planning, and market/competitor research in order to realize growth in the business



Aetna, a CVS Health Company

• United States
• Wellness and Fitness Services
• 700 & Above Employee

• Finance Summer Associate

  • Jun 2016 - Aug 2016

  Hartford, Connecticut Area • Utilized Six Sigma strategies to identify potential streamlining projects and created and integrated a cost savings tracker to monitor monthly progress towards the goal of $4 billion in savings across the finance department • Developed an interactive SharePoint site for cross-functional storage of reference guides, working files, and dashboards containing timely updates on streamlining initiatives for both key executives and daily users • Led team of six summer associates on a capstone… Show more • Utilized Six Sigma strategies to identify potential streamlining projects and created and integrated a cost savings tracker to monitor monthly progress towards the goal of $4 billion in savings across the finance department • Developed an interactive SharePoint site for cross-functional storage of reference guides, working files, and dashboards containing timely updates on streamlining initiatives for both key executives and daily users • Led team of six summer associates on a capstone project researching, planning, and presenting a technology-driven plan to engage the multi-cultural community with Medicaid providers to key top executives and peers • Delivered ad hoc reports of cost centers through the database management system Hyperion Essbase Show less



Zurich North America

• United States
• Insurance
• 700 & Above Employee

• Workers' Compensation Claims Intern

  • May 2015 - Aug 2015

  Schaumburg, Illinois • Researched, populated, and filed weekly reports from regulating agencies regarding over 3,000 incomplete workers’ compensation claims, saving the company from regulatory reporting fines • Developed a visual basic macro to efficiently prioritize claims while automating five hours of manual work