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.
Courses Completed
Projects Delivered
Months to Complete
Experience my data analysis capabilities with real working tools:
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Explore the comprehensive presentation showcasing the AI-Powered Business Intelligence Dashboard's features, capabilities, and business value proposition.
Experience real-time data analysis with machine learning insights, interactive visualizations, and comprehensive business intelligence tools.
Dynamic charts, graphs, and real-time data updates
Machine learning analytics and predictions
Live data analysis and reporting
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Explore the comprehensive presentation showcasing the AI-Powered Business Intelligence Dashboard's features, capabilities, and business value proposition.
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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.
All 11 courses from my Master's in Data Analytics with detailed case studies
Foundation course covering the data analytics lifecycle and career planning in the field.
Relational and non-relational database design and implementation with video presentations.
Comprehensive programming fundamentals with Python for data analytics applications.
Data profiling, cleaning, statistical testing, and market basket analysis with video presentations.
Linear regression, logistic regression, and principal component analysis with video presentations.
Interactive Tableau dashboard for telecom churn analysis with executive presentation.
MLOps pipeline with MLFlow and API implementation for flight delay prediction.
Medical readmission prediction, clustering, and time series analysis with video presentations.
Environmental sound classification and sentiment analysis using neural networks.
Inventory optimization and fleet route optimization using linear programming.
Comprehensive analysis of state correctional spending with policy recommendations and executive presentation.
Coursera
Break Into Tech
2024
2022 - 2023
2022 - 2023
2021
Western Governors University
Data Science Specialization • 2025
Advanced coursework in statistical modeling, machine learning, predictive analytics, and data visualization.
Western Governors University
Business Management • 2025
Comprehensive business foundation with focus on operations, strategic management, and data-driven decision making.
Dalton State College
Minor in Psychology • 2021
Strong foundation in analytical thinking, research methodologies, and pattern recognition that translates well to data analysis.
Whitfield County District Attorney Office • 2020
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 MediumNew articles published regularly covering data visualization, predictive analytics, and industry insights.
Ready-to-use Excel templates built from real graduate-level work — MS Data Analytics (WGU), BS Accounting (UMPI), and 11 published GitHub projects. Instant download after purchase.
50+ ready-to-paste SQL queries across 8 topic sheets — Basic Selects, Joins, Window Functions, Date & Time, Data Cleaning, Business Templates, CTEs & Subqueries. Built from real project work.
14 copy-paste Python code blocks across 5 sheets — Setup & Load, Quality Check, Descriptive Stats, Visualizations, and EDA Report Template. Stop building EDA from scratch every project.
3-sheet system: fill-in Resume Builder, Bullet Formula Workshop that auto-drafts your bullets, and a 120+ Power Verbs & ATS Keywords bank. Built for career changers.
4-sheet planning system with auto-calculating dashboard, 27 FAR topics with dropdowns, 23 REG topics, and a 16-week study log. Built by an AICPA & GSCPA student member on the Georgia CPA track.
50 Q&As across Financial Accounting, Federal Taxation, Auditing & Controls, and Behavioral STAR Stories. Every question has a model answer and a yellow cell for your personalized version.
50 Q&As across SQL, Python & Statistics, Analytics & Business, Behavioral STAR Stories, and a 20-term Vocabulary Reference. Model answers built from real WGU MSDA project experience.
Enter your income statement and balance sheet once — 25+ ratios calculate automatically across Liquidity, Profitability, Leverage, Efficiency, Valuation, and Cash Flow categories.
All 4 data analyst tools in one organized workbook. SQL Query Library + Python EDA Template + Resume Builder + Interview Prep. Navigate with the START HERE tab.
All 3 accounting tools in one workbook. CPA Exam Study Tracker + Accounting Interview Prep + Financial Ratio Calculator. Everything you need for the CPA track.
Every tool in one place: all 7 products plus the shop operations master workbook with SEO titles, revenue projections, and Etsy tags for all listings. The definitive kit.
Every template in this shop comes from actual deliverables — real WGU graduate projects, real UMPI accounting coursework, real SQL written at work, and real tax returns prepared through VITA.
MS Data Analytics (WGU) · BS Accounting (UMPI) · AICPA & GSCPA Student Member · VITA Certified · CPA Track, Georgia
Visit My Etsy ShopAll files are .xlsx — works in Microsoft Excel and Google Sheets. Instant download after purchase. Questions answered within 24 hours.
Ready-to-use Excel templates built from real graduate-level work — MS Data Analytics (WGU), BS Accounting (UMPI), and 11 published GitHub projects. Instant download after purchase.
50+ ready-to-paste SQL queries across 8 topic sheets — Basic Selects, Joins, Window Functions, Date & Time, Data Cleaning, Business Templates, CTEs & Subqueries. Built from real project work.
14 copy-paste Python code blocks across 5 sheets — Setup & Load, Quality Check, Descriptive Stats, Visualizations, and EDA Report Template. Stop building EDA from scratch every project.
3-sheet system: fill-in Resume Builder, Bullet Formula Workshop that auto-drafts your bullets, and a 120+ Power Verbs & ATS Keywords bank. Built for career changers.
4-sheet planning system with auto-calculating dashboard, 27 FAR topics with dropdowns, 23 REG topics, and a 16-week study log. Built by an AICPA & GSCPA student member on the Georgia CPA track.
50 Q&As across Financial Accounting, Federal Taxation, Auditing & Controls, and Behavioral STAR Stories. Every question has a model answer and a yellow cell for your personalized version.
50 Q&As across SQL, Python & Statistics, Analytics & Business, Behavioral STAR Stories, and a 20-term Vocabulary Reference. Model answers built from real WGU MSDA project experience.
Enter your income statement and balance sheet once — 25+ ratios calculate automatically across Liquidity, Profitability, Leverage, Efficiency, Valuation, and Cash Flow categories.
All 4 data analyst tools in one organized workbook. SQL Query Library + Python EDA Template + Resume Builder + Interview Prep. Navigate with the START HERE tab.
All 3 accounting tools in one workbook. CPA Exam Study Tracker + Accounting Interview Prep + Financial Ratio Calculator. Everything you need for the CPA track.
Every tool in one place: all 7 products plus the shop operations master workbook with SEO titles, revenue projections, and Etsy tags for all listings. The definitive kit.
Every template in this shop comes from actual deliverables — real WGU graduate projects, real UMPI accounting coursework, real SQL written at work, and real tax returns prepared through VITA.
MS Data Analytics (WGU) · BS Accounting (UMPI) · AICPA & GSCPA Student Member · VITA Certified · CPA Track, Georgia
Visit My Payhip ShopAll files are .xlsx — works in Microsoft Excel and Google Sheets. Instant download after purchase. Questions answered within 24 hours.
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 videos on TikTok.
Follow Me on TikTokNew videos published regularly covering data visualization, predictive analytics, and industry insights.
Discover data visualization ideas, dashboard designs, Excel templates, and analytics workflows. Save and organize my pins for your projects.
Follow Me on PinterestBoards for data viz, Excel tips, career resources, and analytics tools updated regularly.
Step-by-step tutorials covering SQL queries, Python data analysis, Excel dashboards, and real project walkthroughs from my WGU MSDA program.
Subscribe on YouTubeNew tutorials weekly: data cleaning, visualization, machine learning projects, and career advice.
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.