fMRI image analysis using SPM/FSL/CONN. Neuro-modulation via Transcranial Magnetic Stimulation (TMS) to study brain connectivity changes in patients with Parkinson's Disease. Applications of machine learning in neuro-imaging.

Program PLC using Rockwell PLC software using Add-On Instructions (AOI), user defined types, ladder logic, and structured text. Program PLC to control pallet handling conveyor systems, case/tote handling conveyor systems, AS/RS applications, and high speed sortation. Design controls hardware infrastructures using Ethernet/IP.Assist in the HMI (Human/Machine Interface) design and development operating Factory Talk View Studio.Document the descriptions of operation / functional specification for projects utilizing PLC controls. Design of control panels, creating panel layout drawings.

Develop Image analysis software for Registration and Segmentation of PET/CT images for post processing of skeletal radio-tracer uptake in preclinical oncology studies.

Sponsored by Center for Health Science (CHS) at GVSU, designed the controller in an assistive device for preschool children with motor deficit disorders.Conceptualized, developed and tested the device in congruence with the FDA design principles at the CHS and performed device validation on patients.Performed DFMEA analysis for the assistive device.Designed a scale for bee apiary monitoring system for Grand Valley Bee keeping club.Developed the embedded software to keep track of the sensor data and wireless transmission to the server using GPRS modem.