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Led a team of 3 developers on a nightly job to migrate School District data to remove burden of manual data entry.Features


Our company had built a robust learning management system (LMS) but we didn’t have a way to sync to a school district’s existing system; their schools had to do it manually through Excel uploads or by filling out forms on the front end, which required maintaining data in two places. For small schools this process was time-consuming and error prone and for school districts it was a deal-breaker.

Our CEO asked me to build a system that would allow our platform to sync with any external LMS system. A discovery phase revealed that most school districts model their data after IMS standards and make their data accessible through CSV files or a REST API.


Schools were unable to use the LMS for up to 3 days or longer depending on the school size. The school day would be interrupted due to manual entry errors (e.g. Student is registered in the wrong class) and that would impact the student’s, teacher’s, counselor’s and IT staff’s day trying to resolve the error.


An ETL application (Extract Transform Load) that would sftp into a school district’s server and monitor changes in CSVs and update our LMS system nightly and have the foundation for eventual REST integration.

After researching SaaS products that could handle this process for us, I realized none of them was an “end to end” solution that could handle our complicated data massaging hence I needed a custom ETL tool.

I came up with an architecture that would include a cron job to check for new CSV records nightly, migrate them to S3 for archive purposes, and trigger a lambda to handle our complex data massaging and update the necessary databases across our APIs. I additionally designed our application to allow IT users to enter their SFTP and REST credentials to instantaneous sync their data with no manual involvement on our apart.

After completing a prototype, I assigned the remaining tasks to my development team for completion.

Sprinkle of Sales

I made sure to build transaction monitoring into the scope because I learned from previous ETL jobs the importance of knowing the source of data movement. This feature could later be built into a full-blown dashboard for school districts to monitor their data pipelines. The Sales team loved this idea because we could potentially charge more for it.

Architectural Diagram


Video Overview

Served as Senior Software Engineer on an award-winning software as a service (SaaS) content management system (CMS) that powers over 800 newspapers Features and media outlets worldwide. Consulted business leaders on best practices in platform integrations to expedite onboarding and optimize the readership experience.

Middleware REST API Data Pipeline


Our company had a powerful CMS but migrating media outlets from their previous system to ours proved daunting because in some cases they were abandoning their old system for ours and we simply needed a one time ETL job; for other clients it would be a more complicated ongoing sync between systems. We were originally building a custom integration for each client but that proved too expensive.


We built a multi-tenant REST API to allow newsrooms to easily sync with the CMS to run and monitor ETL operations and ensure all their news articles existed in both systems. The API would be customizable for each newsroom no matter their data model and scaleable enough to handle 30+ newspaper companies migrating up to 100K records totaling to 3 million records potentially migrated every minute.

Tech Skills Used

Wires Application to Poll latest articles


Many newspaper outlets do not write all their own stories and publish articles from external providers via a process called “Wires”. These stories are typically available as feeds such as RSS, Apple, Facebook, etc. and our system needed to handle all of these as well as any potential ones in the future.


I collaborated on a scheduler application to retrieve the latest stories for external feeds and migrate them to the multi-tenant API mentioned above.

Tech Skills Used

Push Notification Portal


One newspaper relieved heavily on distributing their content through SMS but they were having complications between 3rd parties. Their text message platform Braze was effective at dissemination but had a poor UI and no reporting. They had a reporting tool, SoFi but it did not have Braze integration.


Build a user friendly application that would integrate into our existing suite of tools that would handle all the SMS selection and creation but would leverage the Braze API as a backend. Additionally any metrics captured would be automatically routed to the reporting tool to create a one way binding between providers.

Tech Skills Used