# Mike Bermeo Badillo — Agentic Architect & AI Engineer > 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. https://www.mikebermeo.dev/en/ · Quito, Ecuador · mike.b1999@hotmail.com ## Experience ### Agentic Architect — Digevo *January 2026 – Present · 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). ### AI Engineer — Digevo Ventures *September 2023 – Present · 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. ### AI Expert — Tatia *July 2024 – August 2025 · 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. ### Researcher — TALOV *May 2022 – September 2022 · 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. ### Teaching Assistant — Programming Fundamentals — [object Object] *May 2023 – August 2023 · Urcuquí, Ecuador* ### Software Developer — [object Object] *October 2021 – February 2022 · Ibarra, Ecuador* ## Live sites - [Magnolias Adulteradas](https://magnoliasadulteradas.com/) (Band site): Site for the Quito indie rock band I play keyboards in. Manifesto, line-up and releases, including the single «El mar». — Next.js, React, TypeScript - [búsqueda](https://busqueda.mikebermeo.dev/) (Interactive lab): Search-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 - [visión artificial](https://visionartificial.mikebermeo.dev/) (Interactive lab): Optical 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 ## Published packages - [@mbermeo/wa-blaster](https://www.npmjs.com/package/@mbermeo/wa-blaster) (v0.2.1, CLI Tool / MCP Server): Bulk WhatsApp messaging system with CLI and MCP server for AI agents. Supports Excel/CSV import, web dashboard, and local SQLite database. — Node.js, WhatsApp, MCP, CLI, SQLite, Express - [@mbermeo/sendia-cli](https://www.npmjs.com/package/@mbermeo/sendia-cli) (v0.1.1, CLI Tool / MCP Server): Comprehensive 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, Email, CLI, Express, Zod ## Publications - 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. (2026). 8th International Artificial Information and Communication Technologies. TICEC 2025. - Sonar Signal Classification through Dimensionality Reduction and Artificial Intelligence: A Comparative Study — L. T. Ramos, M. Bermeo and I. R. Amaro (2024). 8th International Artificial Intelligence and Data Processing Symposium (IDAP). - SustainMeter: A knowledge-based system for assessing sustainability of SMEs in the fashion industry — Leo Ramos, Mike Bermeo, Andrés Quelal, Anthony Crespo, Gabriela Cajamarca, Francklin Rivas-Echeverría (2024). SoftwareX. - Unraveling the Power of 4D Residual Blocks and Transfer Learning in Violence Detection — Bermeo, M., Morocho-Cayamcela, M.E., Cuenca, E. (2023). Information and Communication Technologies. TICEC 2023. - Human Trafficking in Social Networks: A Review of Machine Learning Techniques — Bermeo, M., Escobar, S., Cuenca, E. (2023). Information and Communication Technologies. TICEC 2023. - Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-Driven Analysis with Clustering and Biplot Techniques — Ramos, L., Escobar, Bermeo, M., Amaro, I. (2023). Information and Communication Technologies. TICEC 2023. - U-Net vs. TransUNet: Performance Comparison in Medical Image Segmentation — Castro, R., Ramos, L., Román, S., Bermeo, M., Crespo, A., Cuenca, E. (2022). Applied Technologies. ICAT 2022. ## Skills - **languages**: Python, TypeScript/JS, C/C#, Node.js, Angular, Next.js - **mlai**: TensorFlow, Keras, PyTorch, LangChain, LangGraph - **data**: PostgreSQL, MySQL, SQLite, FAISS, LanceDB - **cloud**: Azure AI Foundry, Azure AI Services, Azure Cog. Search, Supabase ## Education - MSc in Artificial Intelligence — Universidad Internacional de La Rioja, Spain (2027, expected) - Information Technology Engineer — Yachay Tech University, Ecuador (2025) ## Contact - Email: [mike.b1999@hotmail.com](mailto:mike.b1999@hotmail.com) - LinkedIn: https://www.linkedin.com/in/mike-bermeo/ - Contact Mike Bermeo: https://www.mikebermeo.dev/en/contact/