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Turning Data Into Insights

I'm Shanikwa Haynes, a passionate data analyst with expertise in statistical modeling, predictive analytics, and data visualization. I transform complex datasets into actionable business intelligence.

Python R SQL Tableau Excel
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Courses Completed

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Projects Delivered

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Months to Complete

Shanikwa Haynes, Data Analyst

Try My Interactive Portfolio

Experience my data analysis capabilities with real working tools:

📊 Upload & analyze CSV data
🧮 ROI calculator with live results
📈 Interactive data visualizations
🤖 AI-powered business insights

Test with Sample Data

Don't have data ready? Download our sample business dataset:

About Me

Data analysis workspace

Data-Driven Problem Solver

Completed my Master of Science in Data Analytics-Data Science Specialization at Western Governors University, I bring a unique blend of analytical expertise and practical experience. My journey spans from criminal justice to data analytics, providing me with diverse perspectives on problem-solving and pattern recognition.

I specialize in statistical modeling, predictive analytics, and creating compelling visualizations that drive decision-making. My approach combines rigorous analysis with clear communication to bridge the gap between data and business strategy.

Statistical Modeling
Data Visualization
Predictive Analytics
Business Intelligence

Complete WGU MSDA Portfolio

All 11 courses from my Master's in Data Analytics with detailed case studies

D596: Data Analytics Journey

Analytics

Foundation course covering the data analytics lifecycle and career planning in the field.

Lifecycle Planning Career Strategy
Completed

D597: Data Management

SQL

Relational and non-relational database design and implementation with video presentations.

Database Design SQL Implementation NoSQL
Completed

D598: Analytics Programming

Python

Comprehensive programming fundamentals with Python for data analytics applications.

Python Programming Data Structures Algorithm Design
Completed

D599: Data Preparation

Python

Data profiling, cleaning, statistical testing, and market basket analysis with video presentations.

Data Cleaning Statistical Testing Market Basket
Completed

D600: Statistical Data Mining

R

Linear regression, logistic regression, and principal component analysis with video presentations.

Linear Regression Logistic Regression PCA
Completed

D601: Data Storytelling

Tableau

Interactive Tableau dashboard for telecom churn analysis with executive presentation.

Data Visualization Tableau Dashboard Customer Analytics
Completed

D602: Deployment

MLOps

MLOps pipeline with MLFlow and API implementation for flight delay prediction.

MLOps MLFlow API Development
Completed

D603: Machine Learning

ML

Medical readmission prediction, clustering, and time series analysis with video presentations.

Classification Clustering Time Series
Completed

D604: Advanced Analytics

Deep Learning

Environmental sound classification and sentiment analysis using neural networks.

Deep Learning Neural Networks NLP
Completed

D605: Optimization

Optimization

Inventory optimization and fleet route optimization using linear programming.

Linear Programming Optimization Operations Research
Completed

D606: Capstone Project

Capstone

Comprehensive analysis of state correctional spending with policy recommendations and executive presentation.

Policy Analysis Regression Modeling Executive Presentation
Completed
View Full Portfolio on GitHub

Technical Skills

Programming & Analytics

SQL Advanced
Python (Pandas, NumPy, Scikit-learn) Advanced
R (Tidyverse) Advanced
Tableau Advanced

Tools & Technologies

Excel & Data Analysis Advanced
Statistical Modeling Advanced
HTML/CSS/JavaScript Intermediate
Bash Scripting Intermediate

Certifications

Google Data Analytics Professional Certificate

Coursera

Data Analytics Certificate Course

Break Into Tech

Professional Experience

Security Officer Unarmed | Allied Universal

2024

  • Leveraged site access data and incident logs to assess risk exposure and enforce operational protocols.
  • Analyzed incident logs achieving 10% reduction in security violations
  • Interpreted real-time incident response data maintaining 100% conflict resolution success rate
  • Consolidated observational inputs into actionable summaries for facility managers

Data Analyst | Freelance

2023 - Present

  • Developed comprehensive data analysis solutions using Python, R, and SQL for statistical modeling and predictive analytics across multiple domains.
  • Created interactive Tableau visualizations and dashboards to communicate complex data insights.
  • Built regression models explaining 45.98% variance in state correctional spending
  • Designed accessibility-focused dashboards with colorblind-safe palettes
  • Performed extensive data cleaning and validation for high-quality datasets

Warehouse Associate | Amazon

2022 - 2023

  • Applied data analysis principles to optimize fulfillment operations and inventory management.
  • Monitored daily fulfillment volume using scanner records for 100+ customer orders
  • Identified packaging bottlenecks and suggested process improvements
  • Maintained inventory accuracy through systematic scanning and variance flagging

Practical Instructor 2 | Georgia Department of Juvenile Justice

2022 - 2023

  • Managed academic performance data and student progress tracking using educational information systems.
  • Evaluated academic performance for 20+ students using Infinite Campus system
  • Maintained detailed records supporting 75% pass rate through data-driven monitoring
  • Tracked behavioral and academic trends to identify barriers to student progression

Assistant Manager/Cashier | Dollar Tree

2021

  • Managed retail operations with focus on inventory tracking and customer behavior analysis.
  • Tracked shelf inventory trends during stocking cycles and communicated insights
  • Captured customer behavior patterns to aid store layout optimization discussions
  • Maintained operational logs improving visibility for opening and closing procedures

Education

Master of Science in Data Analytics

Western Governors University

Data Science Specialization • 2025

Advanced coursework in statistical modeling, machine learning, predictive analytics, and data visualization.

Completed

Bachelor of Science in Business Administration

Western Governors University

Business Management • 2025

Comprehensive business foundation with focus on operations, strategic management, and data-driven decision making.

Completed

Bachelor of Science in Criminal Justice

Dalton State College

Minor in Psychology • 2021

Strong foundation in analytical thinking, research methodologies, and pattern recognition that translates well to data analysis.

Victim Advocate Internship

Whitfield County District Attorney Office • 2020

  • Documented victim statements and service interactions with confidentiality protocols
  • Maintained accurate case tracking across justice system touchpoints
  • Assisted with preparation notes contributing to structured documentation workflows
Completed

Latest Articles

Follow My Data Analytics Journey

I regularly share insights about data analytics, statistical modeling, and real-world applications of data science. From project walkthroughs to industry best practices, explore my articles on Medium.

Read My Articles on Medium

New articles published regularly covering data visualization, predictive analytics, and industry insights.

Get In Touch

Contact Information

Currently exploring opportunities in data and business analysis. Open to roles, projects, and collaborations with teams that value evidence, clarity, and delivery. For organizations seeking data-driven solutions, I translate requirements into clean pipelines, clear dashboards, and defensible models that drive decisions.

Connect With Me

Send Me a Message