India's labor pool ecosystem is undergoing a dramatic change, driven by automation advancements, globalization, and shifting demographics . The rise of the gig independent contractor model, coupled with increasing requirement for advanced skills, presents both difficulties and possibilities. To thrive , India needs to invest on reskilling its workf