Data Science Portfolio - Showcasing My Projects and Skills

Welcome to My Data Science Portfolio

I am a passionate and results-driven data science student with experience in developing data-driven solutions to real-world problems. My expertise includes machine learning, statistical analysis, and data visualization, complemented by hands-on project work showcasing my ability to derive actionable insights. I thrive on solving complex challenges, collaborating across teams, and continuously expanding my skill set to drive innovation and impact in the field of data science

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Professional Experience

Data Projects

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This will take you to the project tab where you can observe my in depth analysis of each problem statement to its respective project

My Projects

Explore my data science projects showcasing skills and experiences.

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Search Engine Optimization(SEO) Analyzer 2024

https://enock-seo-analyzer-fwwzcsgiq5sqjgsrqwwx8e.streamlit.app/

SEO Analyzer
An interactive Streamlit app for analyzing and optimizing website SEO. This tool evaluates critical SEO factors like keyword usage, meta tags, headings, and image alt attributes, while identifying areas for improvement. Features include keyword extraction, bigram frequency analysis, and a user feedback tab. Perfect for enhancing site visibility, user experience, and search engine rankings.

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Healthcare Employee Attrition

This Project focuses on healthcare employee attrition analyzing the key factors that lead to this, and the answer may correlate with other industries as well. I worked with the random forest model to showcase my findings after cleaning and preprocessing the dataset tot ensure readiness

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Data Analysis and visualization for PEH in Rochester, NY in order to showcase the growth of insights in the data from past to present day

Data Analysis on Partners Ending Homelessness

Real Estate EDA

Exploring the difficulties homeowners have to go through in order to financially keep properties up to part despite economic, environmental and social challenges every year.

Movie Recommender System Chatbot

Collected data from rotten tomatoes, cleaned and preprocessed that data to be most efficient in creating a chat bot that is able to recommend movies for specific users such as adults and teens.

Spotify Data Analysis in Tableau

Created interactive dashboards to present music data insights clearly

Real vs. Fake Job posting Topic Modeling

Showcased the difficulties b/w differentiating fake from real jobs. Emphasized the best practices to combat this to increase employer responses to one's application

Showcasing projects and skills to demonstrate my qualifications for potential employers in data science.

Project Analysis

In-depth analysis of data-driven projects showcasing my skills and methodologies in data science.

Machine Learning

Implementing machine learning algorithms to solve real-world problems and enhance data-driven decision-making processes.

Creating visualizations that effectively communicate insights and findings from data analysis to stakeholders.