/work experience/
Lead AI Engineer
2025-05-15 — None- — Architected, implemented, and containerized an LLM-Enhanced, High-Performance RESTful API to serve synthesized financial health metrics for equity investment. The service is seamlessly integrated with the Salesforce API and utilizes Python and FastAPI for core logic, Postgres for persistent data management, and DBOS for stateful operations, achieving a scalable, fault-tolerant deployment on Azure Container Apps.
- — Drove the end-to-end modernization of a mission-critical financial analysis service built on Python Azure Functions. The initiative featured the critical integration of Snowflake for data sourcing and the establishment of an automated, enterprise-grade CI/CD pipeline (Azure and GitLab) to ensure continuous delivery and operational stability.
Sr Software Engineer
2025-01-23 — 2025-07-18- — Designed and implemented session analytics ETL using Django, Django-ORM, PostHog, MySQL, Docker
- — Implemented the backend and frontend chat for premium users
- — Redesign and implmented the distribution of the PDF files that supports the forms and filing teams
Lead Software Engineer
2024-02-13 — 2024-07-10- — Developed REST APIs utilizing C#, .NET, and Python; leveraging Docker, and Azure Kubernetes Service (AKS).
- — Implemented CI/CD pipelines using Bitbucket, and Azure Pipelines to automate build, test, and deployment processes.
- — Designed and implemented a serverless architecture using Knative for event-driven and scalable serverless functions.
- — Redesign and implemented the Service Line Monitor ETL (Client phone systems), and Customer Phone Directory ETL monitor. Automated unit tests for all monitoring ETLs using pytest and existing CI/CD pipelines.
- — Set up PyPI using Azure Artifacts.
- — Implemented the ORM needed for the migration from Python 2 to Python 3.
Lead Software Engineer
2017-09-18 — 2023-11-18- — Assist and tutor data scientists and developers on computer science, best practices and problem solving.
- — Developed and maintain a REST API to attribute mobile web sessions to tv ads, and support the analysis and decision making for TV campaigns. Implemented the API’s consumption with multiple Apache Airflow DAGs.
- — Designed and implemented an Apache Airflow distributed cluster. Tools: Ansible, PyPi, AWS (EC2, RDS, RabbitMQ, Celery).
- — Designed and implemented the architecture for the automated execution of multiple machine learning models (Lifetime Value, Propensity-to-Buy, Customer-Value-Segmentation, Churn)
- — Developed and maintain customer churn model (Churn App) as a python PyPi package
- — Designed the architecture for a Chewy’s Product feed as a service
- — Developed and maintain a REST API that manages Google Feed integration with Chewy’s products (Airflow, Python, EC2)
Software Engineer
2016-06-20 — 2017-07-25- — Designed a schema for a database (PostgreSQL) to store unstructured dynamically collected from excel and word documents.
- — Created a 2-tier (front/back end) application python, flask and PostgreSQL data dynamically extracted from excel spreadsheets, word documents, pdf documentes and emails.
- — Created a report engine capable of performing descriptive statistical analysis using pandas.
- — Created an python-based application that synchronize data between a remote company server and Cosential CRM.
Python Engineer
2014-10-01 — 2015-02-01- — Conducted load testing and python code optimizations to improve application performance and throughput.
- — Authored and maintained concise technical documentation.
- — Wrote and maintained functional and unit tests for automated testing and continues deployment.
- — Participated in the development and maintenance of an API to federate data from core platforms built with different technologies using Python, AWS, PostgreSQL.
Software Developer
2014-04-01 — 2017-08-01- — Developed and implemented additional reports to TruReport using Python, SQLAlchemy and PostgreSQL.
- — Participated in the development and maintenance of RxChoice, TruBid and TruReport to improve usability and satisfy user feature requests. Tools: Python, HTML, CSS and JavaScript for frontend development.
Software Developer
2013-04-01 — 2014-03-31- — Participate in the development, design (architecture) and maintenance of the printing and templates system of Checkout App using Python for backend development and HTML, CSS, Objective-C and Cocoa for frontend development.
- — Develop and maintain the internationalization and localization system for the application’s currency and template engine using Python, HTML CSS and Cocoa.
- — Develop, maintain and automate Unit and Integration Tests for PostgreSQL Database migrations using Alembic and SQLAlchemy.
- — Participated in the development, architectural design and maintenance of the RESTful API that serves the Mobile POS application for CheckoutApp using Python, Flask, SQLAlchemy and Alembic.
- — Maintain Enstore(e-commerce platform) using Django on Google App Engine.
Co-founder, Python Developer
2011-10-01 — 2012-10-31MasQue11.com
- — Develop company’s website RESTful API using Python, MongoDB, PostgreSQL.
- — Develop and design html newsletters and templates using HTML, CSS
- — Participated in the design (architecture) of the frontend JavaScript Application)
Webmaster and IT Support Advisor
2011-07-01 — 2012-07-31- — Designed, developed and deployed e-mail marketing campaigns (HTML, CSS)
- — Developed and maintained a python based virtual backup service Amazon S3.
- — Maintained and managed Access and MySQL Databases
- — Supervised website redevelopment (Joomla, MySQL)
- — Installed and maintained FTP Servers, Samba Server and the companies VPN
Python Developer and Webmaster
2010-06-01 — 2017-04-14- — Developed Python based API (RESTful Web Service) to track sales and perform sales analysis using Flask, SQLAlchemy and PostgreSQL.
- — Developed and designed an API (RESTful Web Service) for the company’s website.
- — Developed and designed e-mail marketing campaigns using HTML and CSS.
- — Maintained customers relationship management databases (MySQL / PostgreSQL)
- — Developed server based web traffic statistical analysis tool using Flask, Pandas.
- — Managed the company’s virtual servers at Amazon EC2, S3
Quality Assurance Assistant
2008-10-10 — 2009-11-30- — Tested companies property management software.
- — Designed test plans for companies marketing web-based system.
- — Scheduled and maintained property availabilities in Lodgis Database.
- — Created and digitally distributed highly targeted marketing materials (HTML & CSS).
Prospective and Statistics Analyst
2006-02-01 — 2009-02-28Universidad del Rosario
- — Created and analyzed prospective reports using Lipsor software.
- — Developed automated statistical data reports through the implementation of market behavior algorithms companies in the health industry in Colombia.
- — Assisted lead economic analyst with Advanced Excel macros technical implementation for consumer behavior analysis.
/education/
Bachelor in CIS - Magna Cum Laude
2009-11-02 — 2012-10-31Web Development and Administration