Sean Muggivan, LCSW

Teacher | Social Data Scientist | AI Tinkerer
muggs@muggsofdatasci.net | seanmuggivanlcsw.me
Teacher with 10+ years in the classroom and a background in social work. I build tools for education—not to sell, not to scale, but because teachers have ideas that can help their students, and those ideas should exist. I bring schools capabilities, not products.

Teaching Experience

12th Grade Math Teacher 2023-2026
New Harmony High
Algebra 1 Teacher 2022-2023
Morris Jeff High School
Part Time Humanities Teacher 2021-2022
EQA Schools: NOAHS Campus
6th Grade Math Teacher 2020-2021
KIPP Believe
Inclusion Math Teacher 2017-2020
Lafayette Academy Charter School
7th/8th Grade Math Teacher 2017
Lawrence D. Crocker

Social Work Experience

PRN Social Worker 2021-2022
River Oaks Hospital Detox Ward
Intensive Case Management 2015-2016
RSD/OPSB Youth Opportunity Center
Multisystemic Therapist (MST) 2013-2015
Jefferson Parish Human Service Authority
PSH Community Support Specialist 2012-2013
NoAIDS Task Force
Counselor, Medically Supported Detox 2011
Odyssey House Louisiana
Death Penalty Mitigation
  • State v. Wells | State v. Amison | State v. Barnes

Education

Master's in Social Work (2011)
Louisiana State University
Internships: AMIKids - Baton Rouge; Capital Area Recovery Program / CASA
Bachelor of Liberal Arts
University of New Orleans

License & Certification

Licensed Clinical Social Worker (LCSW)
License #11349 | Louisiana Board of Social Work Examiners
Teaching Certification (In Progress)
One course remaining with iTeach Louisiana
  • Passed Praxis tests for middle/high school math
  • Completed student teaching and observation
Youcubed Explorations in Data Science (Units 1-8)
Stanford University | Summer 2024
Operation Spark - Level 1 IBC Certified Instructor
Summer 2025 | Scored 93%+
  • Approved to teach Fundamentals of HTML, CSS, and JavaScript
  • Curriculum leads to statewide Industry Based Credential

Projects & Platforms

MuggsOfDataSci.net
Educational platform for data science, AI, and analytics curriculum. Lab environment, ACT-aligned assessments, teacher dashboard. In production and daily use.
AiEmpoweredU.org
Helping students establish professional online presence through custom domains and static sites. AI-assisted workflows, scalable for schools.
MuggsOfMastery.net
LEAP assessment preparation platform for Louisiana students. Baseline data collection, single-pass AI feedback, teacher portal.
IN-NOLA.org
Data Manager & AI Strategist (Board Member). Managing digital infrastructure, developing data tools and member-facing resources for Irish Network New Orleans.

Technical Skills

Stack: Cloudflare Workers, Workers KV, R2, HTML/CSS/JavaScript
AI/ML: Mistral AI, Ollama, vLLM, single-pass AI architecture
Data: Survey design, statistical analysis, data visualization
Infrastructure: Local AI inference, edge computing, GitHub

Flagship Course

Social Data Science
Year-long mathematics credit course blending data science, sociology, and AI. Students follow complete data science workflow. Single-pass AI model—students complete authentic work first, AI introduced as analytic instrument at end of process.
  • Satisfies Statistics & Probability credit
  • CLEP Introductory Sociology pathway
  • Local-first infrastructure (offline AI, data sovereignty)

References available upon request