• Analyze search, news, image and transit results for relevance• Utilize research capabilities to evaluate and validate the ML output

• Leveraged natural language processing (NLP) techniques to assess factuality and relevance of AI-generated, domain-specific text, ensuring models meet industry standards.• Provided human-minded feedback on AI model outputs, refining model predictions and performance metrics.• Generated data-driven insights using statistical analysis and A/B testing to validate AI models' learning outcomes.

• The research focus on advancing fundamental knowledge and developing innovative technologies in human-centric sensing, artificial intelligence, and robotics (particularly human-robot collaboration) to enhance and promote construction automation and robotics• Perform data processing with a high degree of accuracy and attention to detail • Collaborate during weekly meetings and conduct research on topics of decision-making under uncertainty,machine learning algorithm optimization… Show more • The research focus on advancing fundamental knowledge and developing innovative technologies in human-centric sensing, artificial intelligence, and robotics (particularly human-robot collaboration) to enhance and promote construction automation and robotics• Perform data processing with a high degree of accuracy and attention to detail • Collaborate during weekly meetings and conduct research on topics of decision-making under uncertainty,machine learning algorithm optimization, constraint solving, and interval arithmetic• Assist in experiment setup and coordination, and data collection using multimodal sensors and robots Show less

• Give instruction to 10 students to help them acquire greater knowledge each week• Keep records of academic performance and apply this information to address areas of improvement for students• Assist in assembling lesson plans to administer to students and keep them on track with assignments

• Assist the IT Business Consultant team in 4 product launches June 2021 – Aug 2021• Oversee a project to upgrade 50% of firm from Windows 7 to Windows 10 with zero errors and no impact to existing business critical applications• Comply 1000 customers’ information and made a report each week