1. Graduate Research Assistant, Dept. of Civil and Environmental Engineering, Michigan State Univ., East Lansing, MI.
2. MnROAD Data Science Expert, Minnesota Dept. of Transportation (MnDOT), Maplewood, MN.
3. Geomechanics Research Engineer, Minnesota Dept. of Transportation (MnDOT), Office of Materials and Road Research (OMRR), Maplewood, MN.