Hands on experience in Python and machine learning. Worked on realtime gaming scenarios projects in python.

The Innovation/Startup fellowship program, ProtoSemis a 20-week, full-semestercourse, during which students are nurtured & guidedto develop core technical conceptsand key engineering skills and are transformed into'Innovation Engineers'. We work as ateam with students from different engineering/technical/sciencestreams, towardsdesigning, developing, and testing an innovative tech-enabledsolution to solve areal-world problem (the Minimum Usable Prototype totest the technical feasibility and commercial viability of the product innovation) sponsored by the industry, government,or social sector, etc.We are guided to solve real-world challenges usingthe tools enabled by hardware,software, and computing technologies, and to evolveas Graduate Innovation Engineersand fully *rounded professionals with more balancedskills in the Innovation,Technology, and Engineering talent dimensions. Wegain skills and competencies totransform ourselves into creative problem-solvers,capable of buildingdeployable/usable prototypes, selecting and applyingtechnology to createcost-effective solutions, and are aware of the toolsand techniques of managing theprocess of innovation to mitigate and reduce risks.We innovate and design solutions by setting and achievingmetrics in customerdevelopment & discovery, value-proposition validation,market definition & sizing,customer acquisition, revenue model & competitionanalysis.