Edwin Cubillos - Ingeniero de AI & Experto en Integración de AI / Senior AI Engineer & AI Consultant

Edwin Cubillos es un ingeniero de software senior y experto en AI, especializado en el desarrollo e integración de inteligencia artificial avanzada (AI Integration). Ofrece consultoría técnica de alto nivel para empresas globales y servicios profesionales como la creación, optimización y ventas de página web premium (web page sales, AI expert, AI consultant). Si estás buscando un ingeniero de ai (AI engineer) con amplia experiencia en sistemas RAG, agentes autónomos y arquitecturas de backend altamente escalables, explora su portafolio y proyectos destacados.

Available for opportunities

Edwin Cubillos

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I am a Senior Software Engineer & AI Architect with over a decade of experience building high-scale systems for global leaders like Uber, Nokia, and Mercado Libre.

My expertise lies at the intersection of robust backend architecture and Generative AI. I don't just 'use' AI; I design and deploy production-ready RAG systems, AI agents, and LLM integrations that solve real business problems. Whether it’s optimizing microservices in Go and Python or securing AI workflows against prompt injections, I focus on building technology that is scalable, secure, and impactful.

I’m driven by the 'Vibe Coding' philosophy—leveraging the latest AI tools to ship faster and better without losing sight of engineering excellence.

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Dev Note: This is a 100% static, client-side web app.
No backend needed! All interactive logic and AI runs right here.
10+
Years Exp.
3.5+
Years in AI
3
Languages
8+
Companies
Edwin Cubillos
Open to Work
ingeniero de ai, ventas de pagina web, integracion de AI, experto en AI, AI engineer, AI integration, web page sales, AI expert, senior AI engineer, AI consultant, software engineer, AI developer, AI specialist

What I Work With

Skills & Tech Stack

Languages

Python Go JavaScript TypeScript SQL
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Frameworks & Libraries

Django FastAPI Flask Node.js React Next.js Redux REST APIs

AI & Machine Learning

LLMs OpenAI LangChain LangSmith Pinecone Amazon Bedrock Vertex AI RAG Systems ChromaDB Claude Code Antigravity TTS

Cloud & Infrastructure

AWS Azure AI Docker Terraform Kubernetes Jenkins Ansible CI/CD CloudFormation Linux

Databases

PostgreSQL MongoDB DynamoDB BigQuery SQL Server MySQL SQLite Redis
🗣️ 🇺🇸 🇧🇷 🇪🇸

Spoken Languages

English — Professional Spanish — Native Portuguese — Professional
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Others

HTML CSS C++ C# Scrum Kanban Datadog Kibana Elasticsearch

Career Path

Work Experience

Glint

Founding Engineer & AI Consultant

📅 Jan 2026 – Present 📍 Remote

Strategic Architecture & Execution: Acting as the primary technical architect and hands-on builder for enterprise AI solutions, designing robust MVPs and PoCs from the ground up to validate core business hypotheses.


Vibe Coding & Modern Stack: Leveraging a cutting-edge "Vibe Coding" workflow with Claude Code, Lovable, and Cursor to accelerate delivery cycles while maintaining engineering excellence.


AI Orchestration: Engineering sophisticated RAG systems and autonomous agents using Anthropic LLMs, LangChain, and LangSmith for rigorous monitoring and observability.


Full-Stack Delivery: Deploying scalable, secure applications by integrating Supabase for backend-as-a-service, React for intuitive frontends, and Monx.dev for streamlined deployments.


Early-Stage Leadership: Translating high-level business requirements into technical roadmaps, providing end-to-end design solutions and architectural guidance during the critical early steps of product development.

Anthropic LLMs LangChain LangSmith Claude Code Lovable Cursor React Supabase Monx.dev

Contractor (Stori)

Artificial Intelligence Engineer

📅 Apr 2025 – Jan 26 📍 Remote

Building RAG systems, API integrations, and LLM-powered solutions for Storicard and Milabs. Working with LangChain, LangSmith, ChromaDB, Claude, OpenAI, embeddings, and evaluation pipelines. Reduced manual workload by 40% using AI automations

Python Go LangChain OpenAI CloudFormation

Mercado Libre

Software Engineer — Generative AI Team

📅 Feb 2024 – Apr 2025 (1 yr 3 mo) 📍 Bogotá

Harnessed and deployed advanced AI technologies from OpenAI, Amazon Bedrock, Vertex AI, and Meta to enhance internal processes. Key areas: image recognition, image generation, text completion, and advanced AI solutions.

Go Python FastAPI Docker BigQuery AWS OpenAI Bedrock

Services Steam

Principal Engineer

📅 Aug 2023 – Feb 2024 (7 mo) 📍 LATAM

Led application development, cloud management on AWS, and team leadership. Implemented CI/CD pipelines, conducted code reviews, and collaborated with product managers and designers. Mentored junior engineers and drove technical direction.

Django Node.js React AWS CI/CD

Uber

Software Engineer / Backend Engineer

📅 Mar 2022 – May 2023 (1 yr 3 mo) 📍 Colombia

Focused on grocery section integration within back-end APIs and mobile apps. Built REST APIs with layered architecture for scalability. Also contributed to the Cornershop onboarding process for new shoppers.

Python React REST APIs

Nokia

Senior Software Engineer & Team Lead

📅 Apr 2018 – Feb 2022 (3 yr 11 mo) 📍 Bogotá / Rio de Janeiro

Progressed from Mid Python Developer to Senior Engineer and Team Lead. Mentored team members on best practices, conducted code reviews, and led outsourcing software development across Colombia and Brazil.

Python Django

Axiacore

Software Web Developer

📅 Jan 2018 – Apr 2018 (4 mo) 📍 Bogotá

Delivered high-efficiency code in a fast-paced software factory. Leveraged CI/CD and automation best practices for seamless integration and deployment.

Rapigo.co

Backend Developer

📅 Mar 2017 – Jan 2018 (11 mo) 📍 Bogotá

Enhanced and implemented new functionalities, conducted unit testing, integrated frontend and backend improvements. Proficient in API integrations, OOP, and version control with Git.

MYO-PYTHON-BEBOP

Freelance — Thesis Project

📅 Oct 2015 – May 2016 (8 mo) 📍 Colombia

Developed Python software to pilot a Bebop Drone using the MYO armband as the control interface. University thesis project.

ROCH Electronics

Junior Software Engineer

📅 Jan 2014 – Dec 2014 (1 yr) 📍 Boyacá, Colombia

Testing, debugging, conversions, and modifications using Python, C, C++, C#, Matlab, and ASM (PICs).

Academic Background

Education

UPTC

Bachelor of Science (B.S.), Electronic Engineering

Universidad Pedagógica y Tecnológica de Colombia

2010 – 2016

IETD Monterrey

Industrial Technician

Instituto Educativo Técnico Diversificado - Monterrey

2008

⭐ Academic Excellence Award (Best Student)

Continuous Learning

Certifications

Google

Google Cybersecurity Certificate

Node

Node.js Essential Training

MIT⚡

MITx: Circuits and Electronics

🔗

Applied Concurrency in Go

EF SET

EF SET English C1

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React.js Essential Training

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React: State Management

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Communicating with Confidence

Open Source

Projects

Let's Connect

Get in Touch

Whether you have a project idea, a collaboration opportunity, or just want to say hello - I'd love to hear from you.

LinkedIn GitHub Instagram
Write me Book Coffee Chat
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Edwin's AI Assistant

Basic-RAG Agent