Angel Ramos
AI-Powered DevOps & Data Systems Dev
Building Intelligent Infrastructure with LLMs, RAG, and Automation
A multidisciplinary AI Systems Dev specializing in AI-powered operational systems, data pipelines, and DevOps workflows to accelerate business performance.
About Me
I am an AI Systems Dev with over 10 years of experience in building intelligent infrastructure across data pipelines, automation tools, and DevOps workflows. My specialization is in creating AI-powered operational systems that leverage LLMs, Retrieval-Augmented Generation (RAG), and Model Context Protocols (MCP) to deliver scalable solutions in environments like AWS, Retool, and Node.js.
Currently, I am leading the development of a generative AI design assistant that automates branding workflows by interpreting Figma data. I am fluent in data modeling, RPA, and workflow orchestration, with a proven ability to translate cutting-edge AI innovations into usable, automated systems that reduce manual labor and increase clarity across business, design, and data teams.
Tech Stack & Competencies
AI & Automation
OpenAI API, LangChain, MCP, Retool, Zapier, RAG, AI-powered customer solutions.
Data Engineering
Apache Airflow, REST APIs, MySQL, PostgreSQL, Snowflake, Workflow Orchestration.
ML & Infra
FAISS, Streamlit, Docker, GitHub, Node.js for scalable AI solutions.
BI & Analytics
Qlik Sense, Looker, Power BI, Google Ads, Meta Ads, Salesforce for data-driven insights.
Design & Integrations
Figma (Plugin + REST API), Webflow, and design systems automation.
Cross-functional Leadership
Leading B2B communications, ensuring client success, and driving trend analysis.
Workflow Automation
Retool, Scratchpad, Zapier, and end-to-end process productization.
Productivity & Collab
Asana, Notion, Airtable, Microsoft Office, Google Workspace.
Certifications
Career Journey
GEN AI Excellence - Data & Research Analyst
Superside | Aug 2023 - Present
- Architected an MCP-powered Figma assistant using Node.js and OpenAI to autonomously analyze visual assets and trigger design automations.
- Built and maintained internal AI data systems and analytics pipelines using Airtable, Retool, and REST APIs.
- Automated cross-functional reporting with Zapier, reducing weekly manual effort by 30%.
Digital Marketing Director
Calculum | Jan 2023 - Aug 2023
- Built no-code automations (HubSpot + Airtable + Retool) to dynamically score leads, improving MQL conversion rates by 32%.
- Created campaign analysis dashboards tied to real-time sales data for rapid iteration.
Senior Media Optimizer & Analytics Ops
Cheil Worldwide (consulting) | Dec 2021 - May 2022
- Led RPA initiative to automate media reporting for Samsung LATAM.
- Integrated advertising metrics into Qlik dashboards, improving turnaround time and exec visibility.
- Led automatization of the Media Buy and Digital Department for Samsung LATAM Design.
Technical Project Manager
PIXEL ECOM | Aug 2019 - Dec 2022
- Developed end-to-end automation for a $1M+ lead generation funnel across CRM and analytics tools.
- Created a hybrid data/marketing automation stack using Python scripts, REST APIs, and low-code tools.
Business Intelligence
emagineLab | Sep 2012 - Dec 2019
- Built custom e-commerce analytics platforms with internal dashboards pre-GA4 adoption.
- Acted as both a data engineer and PM across client implementations, driving technical sales enablement.
Featured Projects
Generative AI Design Assistant
Architected an MCP-powered assistant using Node.js and OpenAI to detect branding logic and trigger design automations.
Focus: Gen AI, Figma API, OpenAI, Node.js, MCP
End-to-End Lead Gen Automation
Engineered a hybrid data/marketing automation stack using Python, REST APIs, and low-code tools for a $1M+ lead funnel.
Focus: Automation, Data Engineering, Python, REST APIs
Sales & MQL Automation
Built automations with HubSpot, Airtable, and Retool to dynamically score leads and improve MQL conversion rates by 32%.
Focus: No-Code, RPA, Data Analysis, Process Automation
Education & Training
Bachelor of Marketing Management
Universidad Latina of Panama
Course, Data Science
Google Developers Launchpad (2020)
Business Digital Transformation - Lean Six Sigma
Universidad Católica Santa María La Antigua (2021)
Let's Connect
I'm always excited to discuss new projects, automation challenges, or opportunities in data and AI. Reach out if you'd like to collaborate or learn more!