Albert Wang Email & Phone Number

United States

Fremont, California, United States

Build machine learning models to solve business problems(finance, insurance, medical, LLM, NLP, computer vision, AI, reinforcement learning, and sports) sponsored by various companies.Rank 353/205,794(top 0.17%) in community, got 1 silver and 1 bronze medal with teammates, and 1 solo silver medal.

Greater Boston

Assist Professor to teach SQL(CS5200).

Boston, Massachusetts, United States

Initiated a project to predict patients treatment outcome in different tracks with CatBoost machine learning model based on the information before they take treatment, increased the chance that patients be allocated to suitable treatment and improve medical efficiency.Query data in MySQL and conduct statistical analysis to model of patients’ satisfaction.Implement Tableau dashboards to highlight key information for medical leaderships.

Greater Boston

Assist professors to teach Algorithms(CS5800).Investigated students’ needs and assisted professor earned 4.9 evaluation score, while department average was 4.4

Provide economic analysis report for Suzhou Big Data Bureau and Suzhou mayor Lubao Cao.Performed ETL process: Extracted data from Excel and JSON. Reformatted, cleaned and loaded data into database.Classified company using unsupervised K-means machine learning model and derived insightful analysis.Achieved 92% precision in image recognition by deep learning Mask R-CNN and estimated unemployment rate.Identified key factors and predicted city economic trends using Bayesian Networks with RMSE = 1.92(accurate).Improved prediction accuracy with economic indicators using Time Series LSTM model with RMSE = 1.47.Demonstrated analysis process for colleagues and automated the process by python code.

Calculated coefficient with time lag between trend of tax and economic indicators in python, analyzed them from macroeconomic perspective, and successfully wrote economic forecast reports for governors and mayors.Generated 500+ charts through data visualization tools including seaborn, matplotlib, ggplot2, PowerBI, Tableau.Established standardized calibers, increased efficiency of energy statistical work by 40%, saving 8 hours/week.

Analyzed the hierarchical architecture of urban network base stations.Conducted VLAN configuration to optimize network traffic segmentation and enhance data transfer efficiency.Evaluated network performance metrics, laying a foundation for data-driven decision-making in telecommunication infrastructure.

Investigated the gap between students' demand for drinks and snacks and the market's retail spacial supply, and established a grocery store in school to fill vacancy.Draw a promotional poster for advertising, whole grade(around 1,000 students) get informed gradually.Hired 5 classmates with net income sharing, they purchase at the wholesale market near the school every noon. Average daily income was ¥1200($150).

Master'S Degree, Data Science, 3.8

Activities and Societies: member of club Received $25k scholarship(= 45% tuition). Recommended a classmate to do.

Bachelor Of Science - Bs, Electrical And Electronics Engineering

Activities and Societies: Class leader(a class take all courses together), student union officer.Got scholarship (=17% tuition) every.

Computer Science, 3.8

Activities and Societies: Alpha Pi Omega memberChosen by Yangzhou University as the only person to join exchange program in a grade of 345.