Data Science Machine Learning

Patience Abijuru Sano

Worcester, MA ************@******.*** 774-***-**** LinkedIn/pabijurusano

EDUCATION

Clark University, Worcester, MA

Master of Science in Finance (Concentration in FinTech) Aug 2024 – Present GPA: 3.9

Jain University, Bengaluru, India

Bachelor’s Degree in Commerce Sept 2021 – Apr 2024 Overall GPA: 7.7/10

PROJECT EXPERIENCE

Applied Data Science Lab – WorldQuant University

Completed 8 applied data science projects in machine learning, time-series analysis & data engineering.

Extracted, cleaned, and analysed data using SQL, MongoDB, APIs, CSV, and JSON.

Developed models for predictive analytics, classification, clustering, and A/B testing. Key Projects:

Housing in Mexico – Applied correlation analysis & visualization on 21,000 properties. Apartment Sales in Buenos Aires – Built a linear regression model for property price prediction. Bankruptcy Prediction in Poland – Developed random forest & gradient boosting models. Customer Segmentation in the US – Used k-means clustering & PCA for market segmentation. Volatility Forecasting in India – Developed a GARCH model for asset volatility prediction. JPMorgan Chase Investment Banking Job Simulation (Forage)

Identified an ideal M&A target by assessing strategic and financial criteria.

Built a DCF valuation model and adjusted for a competitor bid and supply chain interruption. CERTIFICATIONS & TRAINING

PostgreSQL (LinkedIn Learning) – Database creation, querying, and performance optimization. Python (LinkedIn Learning, PCEP Certified) – Python programming for Data structures, analysis, visualization, and trend forecasting.

SKILLS

Technical: Python, SQL, Excel (Pivot Tables, VLOOKUP, Data Visualization), R, Jupyter Notebook, PowerPoint

Financial & Analytical: Financial analysis, DCF valuation, market research, forecasting, reporting Professional: Problem-solving, teamwork, presentation, communication Languages: English, Kinyarwanda, French (Basic)

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