Parasuram Balasubramanian

make in india artificial intelligence derivatives skill building rural employment poverty alleviation ai bias setting the boundary in ai research ai research intelligent systems design smart systems health care delivery systems cultural factors in decision making cross cultural factors call centre design communication in cross cultural environment bridging supply and demand gaps skill development effectiveness skill development agencies effective use of pos data product variety simplification collaborate with competitors disruptive innovations digital innovations in scm supply chain management adequacy of sample size smac two oars theory life long learning learning to learn innovation thrust cost competitiveness quality focus value chain analysis the four pillars approach accelerating the mii thrust make for india financial failure modelling contingent liability flows goods and funds flow across countries global money supply urethral strictures innovation and invention marketing road map from laboratory to the market place technology commercialisation smart logistics smart services smart product smart factory digital supply chains technology impact on supply chains inventory is evil muda bull whip effect innovation in scm gray matters scm say's law global job markets analytics machine learning win win solutions assertiveness empathy communication skills soft skills ladder soft skills impact on job markets automation intrapreneurs career opportunities technology jobs research eco system academic interests collaboration framework industry involvement in academic research research partnership confidence level clinical trials election result prediction opinion polls population surveys adequate sample size human resource supply chain management vendor partnering indian i.t. industry information technology services mbs global financial products derivative products cds cdo cmo hrm in it services bench utilization service portfolio optimization employee deployment mathematical modeling of hrm software maintenance outsourcing queuing theory quality and productivity gains innovation bug fixing