Vinayak Tiwari
Senior Software Engineer (Ai Data Science Operations Research) @GreyOrange
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WORK HISTORY
Senior Software Engineer (Ai Data Science Operations Research) @GreyOrange
Gurgaon, IN
Solving complex warehouse automation challenges using AI/ML and path planning algorithms, reading research papers and figuring out actionable items for developing innovative solutions - Worked on forecasting methods to predict the number of future orders creation and estimating Risk order breach-Worked on Optaplanner based task planner built on Job-Shop scheduling and Capacitated VRP algos, utilising solvers like Tabu search, simulated annealing, hill climbing etc-Designed and developed feature generation pipelines for spatiotemporal data to improve model training and inference for warehouse congestion modeling-Utilizing deep learning techniques, to predict traffic congestion and estimate robot travel times-Integrated predicted congestion information to optimize task allocation and enhance operational efficiency-Built Interactive grafana dashboards for model monitoring and metrics evaluation and debugging
EDUCATION
Guru Gobind Singh Indraprastha University
electronics and communication, Electrical, Electronics and Communications Engineering
Sumermal Jain Public School
Science
Netaji Subhas Institute of Technology
Master of Technology - MTech, signal processing
ABOUT VINAYAK TIWARI
As a Senior Software Engineer - AI and Data Science at GreyOrange, my responsibilities…
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