Kevin Johnson's Email Addresses & Phone Numbers

📖 Summary

Big Data Scientist Team Lead and Entrepreneurial Engineer with extensive experience fusing big data analytics, statistics, and machine learning for solving complex and challenging problems. ................................ SOFTWARE ..................................... Spark ...................... Cassandra ....................... MongoDB R Language ............ Python ............................. JMP Linux / Mac / PC ..... Git / Virtual Env ............... Bash Web2py .................. HTML/CSS/JS ................. VMware .................................... SKILLS ......................................... Machine Learning ........................... Multivariate Statistics Supervised Learning ....................... Unsupervised Learning Numerical Analysis ......................... Optimization Algorithms Mathematical Modeling .................. Time-series Analysis .................................. INTERESTS ...................................... Passion for Entrepreneurship and examining very large data sets for visualization, presentation, and decision making. Interest in leveraging data analytics for decision making along with strengthening my understanding of programming, product design, and business.Big Data Scientist - Team Lead | Big Data Analytics | Machine Learning | R | Python | Spark @ • Research and develop software products using statistics, machine learning, and big data technologies • Project planning for future big data analytics products and services • Lead the big data internal consulting efforts with focus on future core product integration From June 2015 to Present (7 months) Big Data Scientist - Team Lead | Machine Learning | Hadoop | Spark | Cassandra @ • Research and develop software products using Spark and Cassandra • Project planning for big data analytics team • Integrate R, Python, and Hadoop data analytic capabilities • Test various components of the Hadoop Ecosystem • Apply data analysis to multiple applications for varying end users From March 2014 to June 2015 (1 year 4 months) FOUNDER - Data Analysis | Biomechanics | Algorithm Development | Marketing | Business Plan | Lead @ www.automatefitness.com • Started from an idea generated at Start-up Weekend in October 2013 in Pittsburgh, PA. • Track sets, reps, and workout automatically using accelerometer and bluetooth data. • Differentiate various workouts using statistical and time-series data and visualize the information for users. • Create business plan and sales distribution strategies for investor presentations. From October 2013 to June 2015 (1 year 9 months) RESEARCH AND DEVELOPMENT ENGINEER - Design | Motion Simulation | Data Analysis | Sensor Integration @ • Analyzed time-series sensor data and visualized trends for management design trade-off. • Developed, verified, and validated dynamic simulation environment of electro-mechanical system. From June 2013 to March 2014 (10 months) GRADUATE RESEARCHER - Design | Analysis | Optimization | Simulation | Probability | Uncertainty @ • Developed design analysis and visualization tools for multiple military and commercial customers. • Reformulated software integration environment with global stochastic optimization for Marine Personnel Carrier project to allow for parameter sensitivity and uncertainty analysis. From August 2007 to May 2013 (5 years 10 months) ROBOTICS ENGINEERING INTERN - Path Planning | Dynamic Simulation | Inverse Kinematics | Robot Design @ • Generated kinematically correct motion primitives for autonomous path-planning of ground and aerial vehicles. • Enabled analysis of maximum performance path generation for helicopter mission critical maneuvers. From May 2012 to August 2012 (4 months) STUDENT AEROSPACE ENGINEER - Design Exploration | Requirement Definition | Product Selection @ • Conducted research on military cargo delivery capability gaps, developing requirements for future delivery systems. • Developed global design and optimization technique, providing guaranteed bounds on feasible design space. From May 2010 to August 2012 (2 years 4 months) Aberdeen, MDSPACE SHUTTLE ENGINEERING INTERN - Reliability Analysis | Failure Statistics | Mathematical Modeling @ • Developed reliability assessment tools for Orbiter Composite Overwrapped Pressure Vessel Team to produce new tank loading/unloading procedures on the space shuttle. • Assessed damage potential and possible solutions for faulty Tyvek covers used on thruster system on launch pad of the space shuttle and updated Orbiter Hazard Report Analyses. From June 2006 to August 2009 (3 years 3 months) MECHANICAL ENGINEERING TRAINEE - System Modeling | Mechanical Analysis | Product Testing | Design @ • Modeled a coal feeder pipe subsystem and potable water flow diagrams using CAD software for 2GW coal-burning power station. • Participated in start-up procedures for a $1.3 million Reverse Osmosis Unit and assembled an operation manual including general operating and cleaning procedure. From June 2005 to August 2005 (3 months) Doctor of Philosophy (PhD), Engineering, 3.89 @ Georgia Institute of Technology From 2009 to 2013 Master's degree, Aerospace, Aeronautical and Astronautical Engineering, 3.83 @ Georgia Institute of Technology From 2007 to 2009 Bachelor's degree, Mechanical Engineering, 3.86 @ Pennsylvania State University From 2003 to 2007 Kevin Johnson is skilled in: Apache Spark, Python, MongoDB, Cassandra, Mathematical Modeling, R, Matlab, JMP, Machine Learning, Data Analysis, Numerical Simulation, Iterative Methodologies, Multivariate Statistics, Neural Networks, Dimensionality Reduction