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🗓️ March 2025 Build Log

March 2025 was a transitional and synthesis-heavy month, consolidating AI automation, educational infrastructure, and political narrative tooling. Highlights include building reusable, deployable systems, blog pipelines, and intelligent agents.

✅ Mar 31: SSH Deployment Automation + Branding Strategy​

I scripted automation of SSH deployments for notebook-driven sites, and outlined a strategic framework for AI services and public-facing positioning.
🔗 Repo
🔗 Docs

✅ Mar 28: Prompt Engineering + Physics Tutoring Hybrid Session​

I combined model prompt design for contracts with physics problem-solving strategies and session annotation tooling.
🔗 Repo
🔗 Post

✅ Mar 20: Health + Pedagogy Integration Tools​

I created a dual-purpose routine builder (fitness + pedagogy), explored calisthenics data logging, and designed Python teaching modules.
🔗 Repo
🔗 Post

✅ Mar 15: Transaction Data Pipeline + Mercado Pago Parser​

I built a personal finance and transaction parser for structured data extraction from banking records and Mercado Pago logs.
🔗 Repo
🔗 Notebook

✅ Mar 10–11: Data Science Exercise Suite Development​

I developed and structured exercises for time series, geospatial data, OLS modeling, and database operations in Python and Pandas.
🔗 Repo
🔗 Notebook

✅ Mar 09–13: Full Hugo + Jupyter Educational Platform Deployment​

I built a Jupyter-to-Hugo publishing pipeline for live educational content; deployed interactive exercise catalogs with pagination, metadata, and visualizations.
🔗 Live
🔗 Repo
🔗 Notebook Index

✅ Mar 07: Political Narrative Builder and Cluster Mapping​

I designed an AI-assisted framework for analyzing and structuring political discourse via topic clustering and philosophical mapping.
🔗 Repo
🔗 Post

✅ Mar 06: Langflow Webhook Debug + API Integration​

I debugged webhook infrastructure for Langflow and streamlined API-driven agent orchestration.
🔗 Repo
🔗 Diagram

✅ Mar 03–04: Automated Document Deduplication with Dedupe.io​

I implemented entity resolution workflows for document management using Dedupe.io, with live categorization and title refinements.
🔗 Repo
🔗 Notebook

✅ Mar 01: Political-AI Blog Strategy + Email Intelligence Pipeline​

I developed a strategy for content creation at the intersection of AI and politics, and built supporting systems for email network analysis, NER, and PostgreSQL optimization.
🔗 Repo
🔗 Post

Tags​

PromptFlow, AI Automation, Hugo, Data Pipelines, Political Analysis