Experience

AutoGrid

• United States
• Software Development
• 100 - 200 Employee

• Senior Data Scientist

  • Jul 2021 - Present

  Design data pipeline, machine learning, and implement 4th paradigm computing for smart power grid power outage prediction data modeling. Completed automation for data processing and applied feedback algorithms to improve the data model performance. • Apply deep and creative research on a range of topics related to building automation, statistical optimizations including power outage prediction, feedback algorithms, 4th paradigm machine learning, and artificial intelligence. • Develop AI-based solutions for data pipeline and processing. • Work closely with other team members to ensure data modeling developments. Show less



Alleviate Financial Solutions

• United States
• Financial Services
• 1 - 100 Employee

• Data Scientist

  • Jan 2021 - Jul 2021

  Perform data collection and mapping, design and build KPI business reports and dashboards duties. Provide sales trend analysis reports regarding business group performance and customer satisfaction. Drive automation for audit department's reports as well as used Google analytics for web sales modeling. Create likelihood indexes for potential customers in order to improve efficiency of the business. • Lead company’s database data mapping from object-oriented database to relational database. • Use data mining tools such as Alteryx/SPSS data modeler to automate the data processing and quality examinations. • Explore company sales data, create dashboards for daily operations. • Developed customer profiling data model used machine learning approach. And improved business performance significantly. Show less



TBC Corporation

• United States
• Motor Vehicle Manufacturing
• 700 & Above Employee

• Senior Manager of Strategic Analytics

  • Jan 2020 - Jun 2020

  Facilitated daily, weekly, and monthly business reports and dashboards. Provided sales trend analysis reports regarding store performance and customer loyalty KPI. Drove automation for audit department’s reports as well as using Google Analytics for web sales modeling. Created dashboard ideas for auditing and store performance monitoring. Overviewed corporation’s AI projects. • Lead a team to provide accurate business reports on schedule • Applied key business statistics with DMA and MSA polygons to demonstrate marketing trending • Exported web sales data using Google Analytics and creating prediction models for certain type of searches Show less



NextEra Energy, Inc.

• United States
• Utilities
• 700 & Above Employee

• Lead Analytics Manager

  • May 2012 - Jan 2020

  Develop power outage predict models to successfully predict 10,000-plus cases of power outages at least eight hours before happening (saving company millions of dollars every year). Provided Six Sigma training program with analytical supports. Conducted joint project with University of Miami for new generation of databases and power grid data analytics. Used wavelet algorithm to analyze the transformer condition and performance. Facilitated consulting service across teams for analytical issues. Participated in multiple projects using wade range of software, including SPSS data modeler, SQL coding, GIS, and machine learning packages. • Achieved 92% of accuracy via power outage prediction models, saving millions of dollars • Awarded JLB Cup (2016) and Edison Electric Institute (2017) for powerful prediction models • Earned honor as most valuable Six Sigma Black Belt project in 2015 Show less



El Paso Independent School District

• Education Administration Programs
• 700 & Above Employee

• Serior Evaluator

  • Jul 1995 - Apr 2012

  Conducted state and federal program evaluations. Guided district in obtaining largest e-grant ($63,000,000) and used money to rebuild network systems. Invented statistical models to predict students’ upcoming test scores and helped administrators and teachers reallocate resources for identified students (significantly improved test scores as well as school and district academic ratings). Drove improvement of geo-coding process and utilized GIS system for school boundary design. Provided accurate student information to the state and federal agents. Improved multiple analytical methods used for students’ academic performance. Volunteered serving on Texas State Compensatory Education Committee for conference planning and evaluations. Show less