- Developed navigation and perception algorithms for tetherless control of remotely operated vehicle. - Deployed algorithms on customized vehicle and tested in Singapore waters.

Selected by SGInnovate Summation Program - Developed analytics solutions for the product, including sales performance analysis, sentiment analysis from natural language, correlation between sales performance and internal and external factors, and basket analysis.

Led a team of student analysts and student consultant on management consulting projects for 1 social enterprise, 1 startup and 1 SME. • Proposed an integrated customer service process, including the standard operating procedures and a SaaS software user manual, based on primary interviews and case studies on industry best practices, to improve the efficiency and quality of customer service delivered by a refurbished phone company• Developed and pitched the go-to-market strategy including a comprehensive implementation plan for a social enterprise that helps job-seekers build and enhance personal brands and employability skills and pitched to one top ranked university in Singapore for contracting the product• Assessed the smart switch market in Asia and Middle East and established the product differentiation strategy and market entry strategy based on market size derived and competitor analysis conducted for a hardware start-up

• Conducted global marketing strategy analysis in homecare, laundry and personal care industry and proposed advertising strategies for both above-the-line and through-the-line marketing for the best-selling fish washing detergent in Ethiopia.• Assisted the deputy general manager in upgrading a $200-million-worth powder detergent brand by proposing new product features, packaging and pricing strategies based on primary and secondary market research• Negotiated with the largest market research agency in Ethiopia regarding quotation and reduced the cost of consumer research by 40% within one week

Tracked daily pricing schedule, promptly updated stock changes and trades for different commodities to trading head and connected different teams for pricing matters. Generated daily brokers' accounts summary and position summary using Excel spreadsheets to facilitate trade.

Developed a framework to instill and enhance quality mindset in the company.