Georgia

Shanikwa Haynes (Nikki)

Data analyst, WGU MSDA graduate, VITA-certified tax preparer, and writer of the Analytics by Shanikwa weekly letter. I came to data analytics from criminal justice — which means I know exactly what it's like to build a new technical identity from scratch.

WGU MSDA BA Accounting · UMPI VITA Certified Data Analyst
The Story

From criminal justice to data analytics — and everything in between.

I started in criminal justice. Not because I didn't love numbers — I always loved numbers — but because that's where I thought I was headed. At some point the path bent. I found accounting. Then I found data. Then I found that the two things I cared about most were the same thing: making sense of what's actually happening, with whatever information you have.

I completed a Bachelor's in Accounting at the University of Maine at Presque Isle, earned VITA certification as a volunteer tax preparer, and then kept going — enrolling in Western Governors University's Master of Science in Data Analytics program, where I worked through eleven courses covering SQL, Python, R, Tableau, machine learning, and a full data science capstone.

Along the way, I started writing about what I was learning — and about the Bible, which kept showing up in my data work in ways I hadn't expected. The letter is where those two things meet. It's for people like me: career-changers, accountants who are curious about code, analysts who still believe the work means something.

11
WGU Courses Completed
VITA
Tax Preparer Certified
5+
Technical Skills
1,284
Letter Subscribers
Education

Credentials that show the work.

🎓

B.A. Accounting

University of Maine at Presque Isle (UMPI) · 2026–2026
Accounting · CPA track — Georgia

🎓

M.S. Data Analytics

Western Governors University (WGU) · 2025–2025
Courses: D596–D606 · SQL, Python, R, Tableau, ML, Capstone
Specialization: Data Science

🎓

B.S. Business Administration

Western Governors University (WGU) · 2024–2025
Concentration: Business Management

🎓

B.S. Criminal Justice

Dalton State College (DSC) · 2018–2021
Minor: Psychology

📋

VITA Certification

IRS Volunteer Income Tax Assistance
Certified tax preparer with real client filing experience

💻

WGU Portfolio — GitHub

All 11 MSDA course deliverables publicly available
github.com/ShanikwaH/WGU_Portfolio

📊

Streamlit Dashboard

Live AI/BI dashboard deployed in Python
View live dashboard ↗

✍️

Analytics by Shanikwa — Weekly Letter

0 subscribers · Est. 2024
Bible stories + data stewardship · Every Sunday 5 am ET

Experience

The work history behind the work.

2024 — Present

Data Analyst & Creator

Analytics by Shanikwa · Self-employed · Georgia
  • Built and launched analyticsbyshanikwa.com — portfolio, newsletter, and template shop
  • Completed WGU MSDA program (D596–D606) with live GitHub portfolio for all deliverables
  • Published weekly newsletter pairing Bible stories with data stewardship for 0 subscribers
  • Developed Streamlit AI/BI dashboard deployed publicly on Streamlit Cloud
  • Created and sold accounting templates (CPA tracker, ratio calculator, interview prep, SQL guide)
2024

Security Professional

Allied Universal · Georgia
  • Managed site security operations and incident documentation with attention to data accuracy
  • Applied systematic reporting and pattern recognition — skills that transferred directly to data work
  • Maintained detailed logs and records — foundational for later transition into structured data analysis
Ongoing

VITA Volunteer Tax Preparer

IRS VITA Program · Georgia
  • IRS-certified volunteer preparing real tax returns for low-to-moderate-income clients
  • Applied accounting fundamentals in a live client-facing environment
  • Maintained accuracy and compliance under time constraints — directly relevant to CPA track
2022 — 2023

Warehouse Associate

Amazon · Tennessee
  • 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
2022 — 2023

Practical Instructor 2

Georgia Department of Juvenile Justice
  • 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
2021

Assistant Manager / Cashier

Dollar Tree · Georgia
  • Tracked shelf inventory trends during stocking cycles and communicated insights to leadership
  • Captured customer behavior patterns to aid store layout optimization discussions
  • Maintained operational logs, improving visibility for opening and closing procedures
Technical Skills

Tools I use every week.

Data & Query

SQLAdvanced · 95%
Excel / Power QueryAdvanced · 92%
Python (pandas, NumPy, sklearn)Proficient · 90%
R (tidyverse, ggplot2)Proficient · 88%

Visualization & Finance

TableauProficient · 85%
Financial Accounting (GAAP)Advanced · 90%
Tax Preparation (VITA)Certified · 85%
Machine Learning (scikit-learn)Intermediate · 80%
Get in Touch

Questions, collaborations, and reader mail.

Reply to any letter, or use this form. I read everything — usually within a day or two.

Direct Email
shanikwa.lhaynes@gmail.com
Based In

Georgia

Find Me Online