• Predictive data analytics for retail marketing & manufacturing
      • Data collection and analysis for forecasting, probability and risk assessment
      • Machine learning and predictive model generation
      • Technologies used: MS Excel, MATLAB, R, SQL, Python, BI Tools
    • Project management
      • Budgeting, forecasting, and controls
      • Project planning & scheduling using MS Project and Excel
      • Grant funding applications, project proposals
      • Equipment and material procurement
    • Drafting & Design
      • Mechanical and electrical modelling services using SolidWorks, AutoCAD, and PCB design software.
    • Mechatronics system design
      • Problem and scope of work definitions, design criteria, modelling, vendor sourcing, prototyping, and testing
      • Past projects: Axial-Torsional Fatigue Testing machine, mobile robotic arm platform, strain relief fatigue testing machine
    • Software development for web applications, embedded systems, and interfacing with  hardware/software APIs
    • Programming/IT areas of expertise:
      • Programming expertise in the following languages:
        • C, C++, C#, ASM, PHP, ASP.net, SQL, Java, VBA, Python
      • Operating systems expertise:
        • Windows, Ubuntu, Debian, Linux/Unix
      • Hardware, software, and communication frameworks:
        • ROS, Arduino, Raspberry Pi
        • RS-232, I2C, SPI communication protocols
      • Macro & script development using VBA:
        • Excel, SolidWorks, AutoCAD, MS Project