Behind the Systems: Tools, Logic, and Automation
Instructional Tools & Systems
Behind every good classroom is a quiet stack of systems doing invisible work—streamlining logistics, reducing teacher friction, and keeping learning humane. This section highlights internal tools I built or adapted to support communication, grading, and instruction.
Guiding Principles
- Teacher-Centered Design – Tools built to save time, not add complexity
- Invisible Infrastructure – Systems that quietly empower consistency
- Data With Purpose – Only tracking what supports student growth or teacher insight
Featured Systems:
- ATS-to-Remind Integration Tool
- Grade Converter for Mastery-Based Uploads
- [Coming Soon: Progress Tracker Dashboard, Assignment Generator, Advisory Toolkit]
These aren’t polished products—they’re pragmatic tools born from need, iteration, and the belief that when the system works, teachers can focus on teaching.
ATS → Remind Integration System
Overview:
Brief summary of what it does and why it’s valuable.
Technical Design:
- Data Sources: ATS exports (.csv), DOE ID mappings, teacher rosters.
- Key Sheets and Scripts:
"guardian_merge.csv": Cleaned export with deduplicated guardian contacts."group_assignments": Cross-referenced teacher-section mapping.- Scripts using Google Sheets formulas:
QUERY,FILTER,ARRAYFORMULA,REGEXMATCH.
- Automations:
- Step-by-step of how it loads, cleans, merges, and outputs data.
- Use of Google Apps Script (if any) for automation or email triggers.
- Equity Features:
- Home language logic, fallback conditions, tiered messaging priority.
- Screenshots or live demo snippets (scrubbed for privacy).
- Downloadable template or sandbox file (optional).
Jumprope → Dashboard & Planning Suite
Overview:
Why this tool was built and what it replaces/enhances.
Data Design:
- Raw Inputs: Jumprope exports (
standards.csv,students.csv, etc.) - Outputs: Dashboards by teacher, grade, and student group.
- System Architecture:
- Master planner → live slave sheets for advisory and subject teams.
- Use of
IMPORTRANGE,INDEX MATCH,FILTER,QUERY,SPARKLINE,IFERROR, andJOIN.
- Automations:
- Periodic update triggers, “rollover” logic between semesters.
- Team Workflow:
- Who uses what, when, and how it’s handed off.
- Equity Lens:
- Supports IEP flagging, Regents alerts, ENL service tracking.
- Annotated templates or copies with dummy data.