Magnolias Adulteradas
Band siteSite for the Quito indie rock band I play keyboards in. Manifesto, line-up and releases, including the single «El mar».
- Next.js
- React
- TypeScript
magnoliasadulteradas.com
~/mike-bermeoQuito, Ecuador
Mike Bermeo
Agentic Architect & AI Engineer
I design LLM agent systems that ship to production — and publish the research behind them.
Available for projects
~/experience6 roles · 2021—present
Experience
Agentic Architect
Digevo · Chile- Designed and implemented end-to-end architectures for AI agent-based systems, including orchestration, planning, memory, and multi-agent workflows.
- Developed proof-of-concepts (POCs) and scaled them into production-ready systems following software engineering best practices.
- Built and integrated tool layers connecting AI agents with internal and external systems (CRMs, ERPs, databases, APIs).
- Defined performance metrics and implemented evaluation, monitoring, and observability systems (logging, tracing, auditing, and alerting).
January 2026 – Present
AI Engineer
Digevo Ventures · Chile- Advised and mentored startups on integrating AI into their products, defining data strategies and scalable architectures.
- Designed and fine-tuned large language model (LLM)-based systems for entrepreneurship education and decision support.
- Developed intelligent agent systems capable of autonomous decision-making and tool usage through LLM integration.
- Built expert systems using fuzzy logic to assess startup maturity, performance, and risk levels.
September 2023 – Present
AI Expert
Tatia · Chile- Design of the AI implementation strategy for the product.
- Development of intelligent agents and RAG systems for chat applications related to construction.
- Cloud services administration and consumption reporting.
July 2024 – August 2025
Researcher
TALOV · Ibarra, Ecuador- Researched a deep learning solution for translating American Sign Language to English, targeting a camera-based mobile application.
- Tested the identified transformer-based model using data provided by the company.
- Exported the model to .tflite format for use in mobile applications.
May 2022 – September 2022
Role 1 of 4
Role 1 of 4: Agentic Architect — Digevo
Previously
- Teaching Assistant — Programming Fundamentals · Yachay Tech UniversityMay 2023 – August 2023
- Software Developer · San Vicente de Paul HospitalOctober 2021 – February 2022
Stack
Languages
- Python
- TypeScript/JS
- C/C#
- Node.js
- Angular
- Next.js
ML/AI
- TensorFlow
- Keras
- PyTorch
- LangChain
- LangGraph
Data
- PostgreSQL
- MySQL
- SQLite
- FAISS
- LanceDB
Cloud
- Azure AI Foundry
- Azure AI Services
- Azure Cog. Search
- Supabase
~/sites3 live sites
Live sites
búsqueda
Interactive labSearch-algorithm lab over an editable grid: breadth-first, depth-first, uniform cost and A* with three heuristics. Steps through the run and measures visited nodes, expanded nodes and peak fringe.
- JavaScript
- A*
- BFS
- DFS
- Heurísticas
- Canvas
busqueda.mikebermeo.dev
visión artificial
Interactive labOptical lab with ten elementary image operations — colour spaces, equalisation, CLAHE, gamma, bit-plane slicing — running OpenCV entirely in the browser, with before/after histograms and statistics.
- OpenCV.js
- JavaScript
- CLAHE
- Histogramas
visionartificial.mikebermeo.dev
~/projects2 npm packages
Open source
@mbermeo/wa-blaster
v0.2.1Bulk WhatsApp messaging system with CLI and MCP server for AI agents. Supports Excel/CSV import, web dashboard, and local SQLite database.
- Node.js
- MCP
- CLI
- SQLite
- Express
npm i @mbermeo/wa-blaster@mbermeo/sendia-cli
v0.1.1Comprehensive tool for managing SMS and email communications via Sendia API. Combines CLI, MCP server, REST API, and web dashboard. Compatible with Claude Code, Claude Desktop, and Cursor.
- Node.js
- MCP
- SMS
- CLI
- Express
- Zod
npm i @mbermeo/sendia-cli~/publications7 published papers · 2022—2026
Publications
2026Springer · CCIS
Stance-EC: A Spanish Dataset of Political Discourse on X/Twitter for Stance Detection
Bermeo, M., Ramos, L.T., Escobar-Córdova, S., Morales-Navarrete, D., Cuenca, E.
Stance-EC is a Spanish dataset of political discourse on X/Twitter, built for the task of stance detection in the Ecuadorian context. The work was presented at TICEC 2025 and published by Springer in the Communications in Computer and Information Science series.
View paper ↗- 2024
Sonar Signal Classification through Dimensionality Reduction and Artificial Intelligence: A Comparative Study — 8th International Artificial Intelligence and Data Processing Symposium (IDAP)
- 2024
SustainMeter: A knowledge-based system for assessing sustainability of SMEs in the fashion industry — SoftwareX
- 2023
Unraveling the Power of 4D Residual Blocks and Transfer Learning in Violence Detection — Information and Communication Technologies. TICEC 2023
- 2023
Human Trafficking in Social Networks: A Review of Machine Learning Techniques — Information and Communication Technologies. TICEC 2023
- 2023
Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-Driven Analysis with Clustering and Biplot Techniques — Information and Communication Technologies. TICEC 2023
- 2022
U-Net vs. TransUNet: Performance Comparison in Medical Image Segmentation — Applied Technologies. ICAT 2022
~/about2 degrees · Quito, Ecuador
About me
AI engineer focused on LLM agent systems and natural language processing, with applied research on social issues, finance, and entrepreneurship. I build scalable systems and take them to production in the cloud.
Education
- Universidad Internacional de La Rioja — MSc in Artificial Intelligence expected 2027
- Yachay Tech University — Information Technology Engineer 2025
~/synth25 keys · Web Audio
Play the MB-25
Power the audio on and play the keyboard below, or use your computer keys.
Keys that playLower octaveZSXDCVGBHNJMUpper octaveQ2W3ER5T6Y7UI
~/contactQuito, Ecuador
Contact
Have an AI project or an idea you want to discuss? Write to me.