Nancy(Ruonan) Li Email & Phone Number

I look to understand the world around me and see how I can make it better. As a consequence of this habit, I have developed the ability to see the story hidden in any data that I come across. I enjoy looking for patterns in working processes and solving problems with my critical thinking and problem-solving skills to bring impact to my organization. I found passion in data analytics and data science. That’s why I chose to continue my studies in this area through a master’s program. I am motivated to analyze data from the past and predict the future and tell stories to drive insights for business decisions. There are a few beliefs I hold that affect my work: 📌 All good work starts with building trust around me - my word is my bond. 📌 High collaboration between teams and team members in a trusted and supportive working environment can achieve the best results. 📌 Debriefs and feedback are treasures, which help me grow into a better person.Here are some strengths that my colleagues have noted about me: 🔑 Reliability: A reliable person, who always contributes to each project and ensures that the work is completed to a high standard.🔑 Leadership and Organizational skills: Having great leadership skills and organizational skills that bring good structure and framework to the team.🗝️ Coaching and Mentorship: Someone who likes sharing her expertise/skills/knowledge with her teammates and colleagues - provides advice and mentorship that helps others solve their problems and grow. The real-life business projects I have worked through, along with courses from the Queen’s MMA program helped expand my toolkit and allowed me to gain domain knowledge across various industries.Data Analytic Tools:⚙️SQL, Python (Numpy, Pandas, Matplotlib, Seaborn, Scikit-Learn), R, Tableau, Power BI. Machine Learning :Supervised: Linear Regression, Logistic Regression, Decision Tree, Random Forest, Recommendation system, Unsupervised: Cluster analysis Pricing Analytics, Variance analysis, Statistical Analysis, A/B testing, and Segmentation Analysis.

Listed skills include Teamwork, Microsoft Office, Customer Service, Analytical Skills, and 8 others.