Sentiment-Based A/B Testing on News Headlines
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Summary
Investigated the impact of emotional tone in news headlines on user engagement through sentiment analysis and statistical A/B testing, utilizing real-time API data.
About
Driven Junior Data Scientist with a unique Microbiology background, leveraging analytical rigor to solve complex challenges and drive social impact. Proficient in Python (Pandas, Scikit-learn), SQL, and Power BI for data cleaning, analysis, visualization, and predictive modeling. Adept at transforming raw data into actionable insights, demonstrated through projects like sentiment analysis and A/B testing, and committed to delivering data-driven solutions with clear communication.
Work
HackBio
|Python Intern – Data Science Focus
Remote, Global
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Summary
Spearheaded data cleaning, exploratory analysis, and model development for diverse datasets, collaborating within an international team to significantly enhance data quality and project efficiency.
Highlights
Executed comprehensive data cleaning and transformation, followed by Exploratory Data Analysis (EDA) using Matplotlib and Seaborn, to inform strategic analytical goals.
Developed and implemented foundational classification and regression models with Scikit-learn, providing data-driven insights for project objectives.
Collaborated effectively within a 6-member international team, improving data quality by 95% and reducing project turnaround time by 20% through optimized workflows.
Digital Literacy Group (NYSC)
|Community Engagement & Data Entry Analyst
Kwara, Kwara, Nigeria
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Summary
Led data collection and analysis initiatives to understand digital tool adoption, translating insights into tailored content that significantly boosted community engagement and adoption rates.
Highlights
Directed community data collection from over 200 market vendors, extracting key insights on digital tool usage to inform strategic program development.
Analyzed adoption trends and user feedback to tailor content strategies, resulting in a 40% increase in engagement and a 35% boost in digital tool adoption.
Applied analytical findings to drive practical, measurable improvements in community digital literacy programs.
Africa Agility
|Data Science Bootcamp Participant
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Summary
Engaged in a rigorous 6-month data science mentorship, developing advanced machine learning skills and contributing to a hackathon-winning project, while also leading impactful educational initiatives.
Highlights
Completed an intensive 6-month mentorship program in advanced machine learning and Python, applying skills to real-world project development.
Contributed to the hackathon-winning HireHer project, leveraging data science to address and mitigate hiring bias.
Co-led a successful tech webinar for over 70 participants, achieving a 90% reported improvement in career clarity among attendees.
Education
AltSchool Africa
Lagos, Lagos, Nigeria
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Program
Data Science
Obafemi Awolowo University
Ile-Ife, Osun, Nigeria
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Bachelor of Science
Microbiology
Grade: 4.13/5.0
Certificates
Introducing Generative AI with AWS
Issued By
Udacity
AWS Educate Machine Learning Foundations
Issued By
AWS Web Services
Skills
Programming Languages
Python, SQL.
Data Analysis & Manipulation
Pandas, NumPy, Data Cleaning, Exploratory Data Analysis (EDA), Scikit-learn (Regression, Classification).
Data Visualization
Matplotlib, Seaborn, Power BI, Excel.
Tools & Platforms
Jupyter Notebook, Google Colab, Git, GitHub.
Soft Skills
Collaboration, Communication, Problem-solving, Attention to Detail, Data Storytelling.
Projects
Health Spending vs. Life Expectancy Analysis
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Summary
Explored and visualized the correlation between national health expenditures and life expectancy using the Seaborn healthexp dataset.