Data Science, Visualization, SQL, R, Python, Tableau, Communication

ANTOINETTE MARTEKUOR DARPOH

South Hadley, MA Github LinkedIn ********@*********.*** Website

EDUCATION

Mount Holyoke College Bachelor of Arts in Data Science, Expected May 2027 Relevant Coursework: CS, Data Visualization, Calculus, Statistics, Intro to Web Development (CodePath), Google Data Analytics (Coursera) Mildred L. Sanderson Prize(2023) - For excellence in mathematics in the first year. AI4ALL Participant -AI4ALL Participant (Virtual) — Sept. 2023 - Dec. 2023

● Developed a machine learning model for device recognition using a Teachable machine achieving 75% accuracy. SKILLS

Technical Skills: SQL, Python, R, HTML, CSS, Analysis, Data Visualization, Tableau Software: MS Excel, GitHub, NumPy, Pandas.

Languages: English (Fluent), French (Advanced Intermediate), Spanish(Classroom study) RELEVANT EXPERIENCE

Data-Business Analyst Intern HerWILL - Women Inspired in Life and Leadership Remote May 2024 - Nov 2024

● Analyzed data on women in STEM, uncovering critical statistics and trends to inform organizational strategies.

● Created visual aids and comprehensive reports to identify patterns in gender bias and career impacts.

● Conducted data analysis for a datathon, refining program offerings based on participant feedback.

● Evaluated workshop responses to enhance curriculum development and increase participant engagement. PROJECTS & RESEARCH

College Scorecard: Post-Graduation Earnings Analysis R, Data Visualization, Statistical Analysis Dec. 2024

● Analyzed earnings data from 5,000+ U.S. institutions, revealing that first-generation students earn 20% less on average, driving targeted policy recommendations.

● Identified a 0.63% increase in median earnings 6 years after graduation for every 1% rise in first-generation student British Airways Data Science Simulation Forage Dec. 2024

● Scraped and analyzed 10,000+ customer reviews, uncovering a 25% dissatisfaction rate in in-flight services and presenting data-driven recommendations to stakeholders.

Gen Z Leadership Skills Analysis Tableau Oct. 2024

● Analyzed 91 survey responses, revealing a 35% gap in leadership training among Gen Z; visualized insights with interactive dashboards for strategic planning.

Walmart Sales Data Analysis SQL EDA Data Cleaning Sept. 2024

● Analyzed $375K in sales data, identifying January as the highest revenue month ($116K) and Food & Beverages as the top-selling category ($56K), leading to a 15% improvement in stock allocation efficiency. Fake News Detection Model NSDC - HerWILL Data Science Contest Python Scikit-learn NLTK Google Colab Dec. 2023

● Developed a fake news detection model with 95% accuracy using SVM, and 90% accuracy with Naive Bayes processing 6,000 articles through NLP techniques(tokenization and stemming).

● Utilized Python for data preprocessing, model training, and evaluation contributing to real-world misinformation mitigation.. Other Data Science/ ML Projects: Animal Health, Image Classification, Movie Recommendation System, Netflix Data Cleaning. ADDITIONAL EXPERIENCE

CurrencyPairs: Forex Trading Insights Tool Hackathon Project Python Flask Vue.js yFinance OANDA AP Nov. 2024

● Created a web-based application to provide real-time forex market data and actionable insights.

● Combined live data from yFinance and OANDA API to support informed trading decisions. Hackathon Participant Team of 5 HackUmass XI Nov. 2023

● Developed a web-based solution to track parking availability in real-time at Mount Holyoke College using Python, CSS, and JavaScript. EXTRA-CURRICULAR ACTIVITIES

● Clubs: Girls Who Code, STEMPOC, Association of Women in Mathematics (Five College Liaison)

● Affiliations: Rewriting the Code, ColorStack, BrilliantBlackMinds, Hack(h)er, CodePath

● Chapter Ambassador National Student Data Corps (UMass Chapter) Dec. 2023 - Present ANTOINETTE MARTEKUOR DARPOH

South Hadley, MA Github LinkedIn ********@*********.*** Website

● Technical Support Assistant Mount Holyoke College Library Jan. 2024 - Present

● Web Assistant & Photographer Mount Holyoke News Dec. 2023 - Present

● Communication: Strong written and verbal communication, effective in collaborative and technical environments.

● Problem Solving: Analytical thinker, skilled in using data and technology to solve complex problems.

Contact this candidate