Careers

👀Hi, this is Ziyan, a Master in Business Analytics student at Carlson School of Management. ‘Even the greatest artist was once a beginner’ is what I always believe in. Coming from an accounting background, I endeavor to be a generalist in the data science field learning knowledge from ML/DL to experimentation.

✔️Languages/Frameworks: Python (Pandas, Numpy, TensorFlow, Scikit-Learn, spaCy, LSTM, CNN, BERT), SQL, R, Databricks, Hadoop, Spark, AWS, Snowflake, dbt, ETL

✔️DS + ML: Predictive modeling, Tree-based Models, EDA, recommender systems, Time Series Analysis, Optimization, NLP

✔️Statistics: Generalized linear mixed models (GLMMs), Bayesian, null hypothesis significance testing (e.g., t-tests, ANOVA)

✔️Causal Inference: A/B testing, Propensity Score Matching, Fixed Effect Modeling, Instrumental Variable

✔️Agile Project Management: Jira