Jie Zhao
Data Science | AI & ML | Predictive Analytics
- Role
- Principal Business Analyst Ai Scholar at Boston Scientific
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Jie Zhao
Data Scientist & Analytics Professional with six years of experience in data analytics, machine learning, and business optimization. Over the past three years, I have applied AI and predictive modeling to solve business challenges, focusing on demand forecasting, automation, and data-driven decision-making. Currently pursuing a Master’s in Data Science at Harvard, I specialize in machine learning, statistical modeling, and big data to drive innovation and optimization. I have led AI initiatives by acquiring and preparing data, collaborating with data scientists to refine models, and iterating on forecasting algorithms—improving accuracy by 8% and scaling solutions. I bridge technical and business teams, translating machine learning insights into strategy, driving adoption, and presenting AI solutions in company forums. Technical Expertise: • Machine Learning & AI: Supervised & Unsupervised Learning, XGBoost, Random Forest, SVM, Transformers, Deep Learning (CNNs, LSTMs), Natural Language Processing (NLP), Feature Engineering. • Time Series & Forecasting: ARIMA, LSTM, Bayesian Methods. • Programming & Data Engineering: Python (scikit-learn, TensorFlow, PyTorch, Pandas, NumPy), R, SQL • Cloud & Big Data: AWS (S3, EC2, SageMaker), Azure • Data Visualization & Business Analytics: Tableau, Power BI, A/B Testing, Experiment Design, Causal Inference. Business & Leadership Skills: • Project Leadership | AI Strategy | Cross-Functional Collaboration | Data-Driven Decision Making | Product Development.
Experience
Principal Business Analyst Ai Scholar
Jul 2021 — Present · Marlborough, MA, US
Develop and implement data-driven solutions to enhance SIOP processes, optimize operations, and improve forecasting accuracy.• Led AI initiatives, overseeing ML-driven forecast models, improving accuracy by 8% and driving adoption across 10+ products.• Bridged technical and business teams, translating ML insights into strategic decisions and presenting AI solutions.
Education
Harvard University
Master of Liberal Arts (ALM)
2023 — 2026
Shandong Technology and Business University
Bachelor's degree
Worcester Polytechnic Institute
Master's degree
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