DevOps/MLOps engineer with three years of experience in cloud
infrastructure and automation. Expertise in containerization,
infrastructure as code, and CI/CD optimization across AWS and Azure
environments. Skilled in Docker, Kubernetes, Terraform, Linux
administration, Python, and POSIX shell scripting. Proven track record
in security posture enhancement, SOC2 compliance achievement, and
delivering scalable solutions through automation and best practices to
support data-driven innovation.
Contributed to the deployment of the Shakudo Platform, enabling
data scientists to significantly increase productivity when building,
training, and deploying machine learning models.
Facilitated effective communication between data scientists and
management, ensuring alignment on technical requirements and project
objectives.
Leveraged expertise in AWS, Azure,
Terraform, Docker,
Kubernetes, and Linux Environments to
support machine learning operations and infrastructure management.
Developed comprehensive understanding of machine learning concepts
and workflows to effectively support data scientists’ needs and address
technical challenges.
Optimized Docker Containers and Azure-based
infrastructure, improving deployment efficiency and
security.
Enhanced product functionality in Python and
integrated AI-powered large language models into core
products, ensuring high-quality user experience and reliability.
Performed comprehensive vulnerability assessments and remediated
CVE issues, enhancing the Azure Security
Posture score up to 90% and ensuring a secure development and
production environment.
Developed and implemented custom automated build and deployment
processes using Linux, Bash scripting (POSIX
shell), and Powershell, significantly
enhancing operational efficiency.
Led the creation of technical documentation, delivering clear
operational guidance in a fast-paced start-up environment, including the
development of customopen-source
documentation tooling.
Spearheaded the company’s efforts to achieve SOC2 Type 2
Compliance, ensuring the start-up’s infrastructure and policies
met rigorous security and operational standards.
Integrations Engineer
BillGO Inc.
(April 2022 - March 2024) | Full-time | Remote | Fort Collins, CO
Developed and maintained integrations for over 20,000 billers using
web scraping techniques in C#, enhancing e-bill
retrieval efficiency by 10-20%. Gained expertise in traversing the DOM,
which involved proficiency in HTML, CSS, JavaScript
(including various libraries and frameworks),
Playwright, and Regular Expressions
(RegEx).
Achieved over 90% operational health by improving system reliability
and leveraging Grafana for effective user experience
monitoring.
Engaged in an internal mentorship program for Cloud Engineering,
gaining foundational skills in AWS,
Terraform, and related technologies.
For further information on my work experience in other
industries, please refer to this webpage:Link
→
Projects
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mobile 📲)
Code
justsearx.xyz
Deployed a self-hosted instance of Searxng, an open-source,
privacy-focused metasearch engine — powered by the Python Flask web
framework and the uWSGI application server. Implemented solutions to
aggregate search results from various domains and enhanced the frontend
using Jinja2 templates to improve overall user experience. Link →
procrastislides.com
Developed a web application that generates slideshow presentations from
user-provided Markdown input. It leverages the GNU Core Utilities, rust
uutils, Pandoc, and LaTeX Beamer templates for converting Markdown to
PDF. The site is hosted on a Virtual Private Server (VPS) utilizing a
LAMP stack (Linux, Apache, MySQL, PHP). Link →
aedrielkylejavier.me
Built a minimalist personal website that includes information about my
professional background & résumé, a blog, contact information, and
links to my software and web projects. The website is built using HTML,
CSS, and a custom JavaScript library I wrote from scratch that utilizes
web components. Link →
Various Programs and Scripts
A collection of programs and bash/shell scripts that I have created or
forked, aimed at enhancing personal productivity and system management.
These include automation scripts, network utilities, and other tools. Link →
Skills
DevOps & System Management
Infrastructure as Code: Terraform, Helm Charts
Containerization and Orchestration: Docker,
Kubernetes
Cloud Providers: Microsoft Azure, Amazon Web
Services (AWS), DigitalOcean, Linode
Web Servers: Apache, Nginx
Operating Systems: Linux and other UNIX-like
Systems
Work Environments: Experienced in Agile and
Waterfall methodologies
Programming Languages
Web Development: PHP, HTML, CSS, JavaScript
Systems Programming: Python, C#
Credentials
Associate’s Degree in Applied Sciences: Computer Science -
Software Development, Columbus State Community College
Volunteering
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mobile 📲)
STEER - Street Engineers Robotics
Co-hosted a robotics outreach boot-camp in rural elementary schools in
the Philippines, teaching fundamentals of programming with Scratch, Lego
Mindstorms, and Arduino. YouTube
Link →
International Robot High School Forum 2017 (2nd Speaker), Japan
Presented our Research Paper at the International Robot High School
Forum in Japan, defining “Advanced Robotics” through participant
interviews. YouTube Link →