My Resume

Georgia Institute of Technology Class of 2019

  • Master of Science in Computer Science

    • Specialization in Machine Learning

    • Specialization in Computing Systems

  • GPA: 3.9 / 4.0

Purdue University (Spring 2013 Graduation): West Lafayette, Indiana 

  • Bachelor of Science in Industrial Engineering

  • Minors: Electrical & Computer Engineering, Statistics

  • Certificates: Five Session Professional Practice (Co-Op), Entrepreneurship and Innovation

  • Engineering Intern License ET31300310 (Indiana)

  • Awards: Dean's List, Semester Honors

  • Overall GPA: 3.4 / 4.0

  • Major GPA: 3.6 / 4.0

Texas Instruments: RFab Industrial and Production Control Engineer (2013 – Present): Dallas, TX

  • Self-taught and in-field deployment of Python (Pandas, NumPy), SQL and VBA

  • Generated computational models for calculating equipment throughput based on process flow (Python)

    • In depth modeling of equipment based on engineer defined criterion

    • Statistical outlier detection/exclusion

    • Comparison of real vs. modeled attainment

  • Implemented and coded a frontend in Excel &VBA to aggregate equipment throughput

    • Plots of equipment processing time by engineer defined categories

    • Django web application with Oracle database integration in progress for deployment

      • Interactive web based plots using the Bokeh library for end user data comprehension

  • Created a multi-pronged system for tracking equipment throughput and uptime across the fab

    • Allows manufacturing to track equipment performance on various timeframes

    • Tailored to various equipment process models (continuous, batch, multi-stage batch)

    • Statistical outlier detection/exclusion, as well as engineer defined “skipping” of certain extraneous data

    • Multi-threaded (multiprocessing library) operations due to volume of data

  • Scripted pulling historical data on Antimony ion implanters to allow us to optimize silicon wafer entrance to the production line (SQL + Python + Pandas + NumPy)

    • Determines duration from start of production to the arrival at Antimony ion implantation and schedules around constraints

    • Ranked priority of certain products (due to different durations)

  • Wrote a tool to automate the identification of possible single critical paths in wafer flow

  • Automated the identification of wafers at risk for corrosion due to metal exposed to oxygen (SQL)

  • Coded a tool that allows user defined regular expressions to track duration of spare equipment part lifecycle

  • Created a scheduled tool that pulls data from a photolithography FTP server for analysis of equipment

  • Generated a hourly chord diagram based on vectorised factory flow – useful to identify bottlenecks

  • Coordinating RFab “Big Data” initiative to reduce tool downtime and prevent wafer scrap excursions

    • Researching machine learning application using Sci-Kit Learn (locally) and Apache Spark (distributed)

  • Automated aggregation and visualization of cycle time with statistical rules for highlighting issues

Five Semester Professional Practice at S&C Electric Company (2009-2012): Chicago, Illinois

Summer 2012 in Production Lean Performance System

  • Created savings of $421,000 dollars with $315,000 of savings recurring yearly using Toyota Production System methodology

  • Reduced staffing by 32%, lead time by 96%, and production footprint by 1175 square feet

  • Implemented Kanban replenishment system on over 100 parts

  • Wrote standard work for the OmniRupter final assembly and balanced assembly operations (Heijunka)

  • Performed time studies and on/off task analysis for Vista switchgear Kaizen

  • Created value stream maps for Vista switchgear enclosure assembly

Spring and Summer 2011 in Continuous Improvement

  • Designed and implemented a wiring harness Kanban inventory reduction project saving $120,000

  • Optimized production flow for circuit-switchers in response to newly strict EPA guidelines for SF6 gas

  • Created value stream map for Mark V, Series 2000 and Trans-Rupter II circuit-switchers

  • Wrote standard work for Mark V, Series 2000 and Trans-Rupter II circuit-switchers to aid in ISO 9000 standardization efforts

  • Coordinated Kaizen for circuit-switcher production area redesign

  • Managed circuit-switcher project team and strategy to free space for S&C’s flagship smart grid product

Fall 2009 and Summer 2010 in Engineering Systems

  • Maintained and evaluated CAD software compatibility, support, and testing

  • Organized inter-departmental request and delivery of CAD drawings

  • Authored a time-based project management tool using Excel and VBA to track milestone and task progress including logic-based publishing to internal server locations

Software Experience

  • Programming: Python, Java, Git, Android/Android Studio, PyCharm, IntelliJ Idea

  • Python: Django, Pandas, NumPy, scikit-learn, Airflow (Facebook Dataswarm)

  • Java: Android and Desktop

  • SQL: Presto, Oracle, MySQL, SQLite, Spark

  • Statistics, Simulation, Linear Programming: CVXOPT (Python), Minitab, Arena, SAS, Flexsim, Excel, Access and Visio

Extracurricular Activities

  • Traveled to Canada, Spain, Israel, Mexico, China and Hong Kong; gained a broader perspective on global relations

  • Institute of Electrical and Electronics Engineers (IEEE) Treasurer for 2012-2013

  • Alpha Pi Mu Industrial Engineering honors fraternity

  • ALDPES Freshman Honors Fraternity

  • Alpha Epsilon Pi judicial and minor board