Guillermo J. MontenegroApplied AI, software, and technical writing
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Professional profile

Mobile, Web Full Stack, and AI Engineer with more than 15 years of experience.

Senior developer oriented to Mobile, Web Full Stack, and AI Engineer roles. I bring experience across Android and iOS mobile development, web development with React and Next.js, Python backend work, and integration of AI-based solutions. I adopted AI tools early as coding assistants and workflow accelerators, and that practice evolved into hands-on work with LLMs, agents, tool calling, prompting, and applied automation.

Mobile, Web Full Stack, and AI Engineer with more than 15 years of experience

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Career stages

4

Experience across mobile, web, research, and product work.

Original technical articles

7

Content written by me to document ideas, experiments, and learnings.

Published topics

7

LLMs, agents, local models, neural networks, and tool calling.

Experience

A path built across development, research, and real product delivery.

My profile combines years of software engineering with a recent stage in applied AI research, always focused on turning technical exploration into usable solutions.

Mar 2025 - Mar 2026

Full Stack Developer (T3) / AI Engineer

Grid Dynamics 路 Mar 2025 - Mar 2026

  • Contributed to the design and development of a business-oriented web application, from functional definition through delivery.
  • Worked as an AI Engineer, AI Researcher, and Senior Software Engineer in applied research involving LLMs, agents, and tool ecosystems.
  • Designed AI-assisted workflows and prototypes focused on model integration, orchestration, and deterministic behavior.
  • Implemented automation, internal tools, and engineering practices to strengthen development and operations cycles.

Jun 2013 - Mar 2025

Senior Full Stack Developer / AI Engineer

Mobile Computing S.A. 路 Jun 2013 - Mar 2025

  • More than a decade of continuous work in mobile development across Android, iOS, and cross-platform technologies.
  • Designed and built mobile and web applications for corporate and research environments.
  • Integrated mobile apps, APIs, supporting backends, and related web frontends.
  • Performed AI Engineer work in the exploration, evaluation, and incorporation of AI tools for productivity, automation, and new development workflows.
  • Built scalable, maintainable solutions oriented toward real product operation.

May 2010 - Jun 2013

Senior Developer

@rtech S.R.L. 路 May 2010 - Jun 2013

  • Development of enterprise and mobile applications in C#, VB .NET, ASP .NET, Objective-C, Java, and JavaScript.
  • Worked on mobile games and apps such as Rescue me from Asylum, AfterLife Samurai, and DimBot Unit 12.
  • Used Xcode, Eclipse, Blender, Gimp, Unity Engine, and Zebra scripting.

Jun 2001 - Dec 2009

Senior Auditor

Bosch Argentina Industrial 路 Jun 2001 - Dec 2009

  • Internal auditor and senior quality control professional.
  • Leadership of a junior auditors team.
  • Implementation and control of ISO standards in production processes.

Skills

A broad stack with a strong software foundation and a current emphasis on AI.

LLMsAgentsTool CallingPrompt EngineeringContext EngineeringMCP ServersLangChainLangflown8nOllamaLM StudioPyTorchAndroidKotlinJavaJetpack ComposeiOSSwiftObjective-CReactNext.jsTypeScriptJavaScriptPythonTailwind CSSDockerCI/CDAzureGCP

Projects and products

Workstreams where I contribute research, implementation, and technical judgment.

AIDZero: modular runtime for LLM agents in Python with tools and MCP gateway

Personal CV website and technical library built with Next.js, React, and TypeScript

Native Android applications with Kotlin, Jetpack Compose, and maintainable architecture

iOS applications with Swift, UIKit, and SwiftUI

Web frontends with React, Next.js, and TypeScript

Python backends and automation for AI and mobile/web products

Education

Formal technical foundations and continuous learning sustained by real experience.

  • Electrical Technician with a specialization in Industrial ElectronicsE.E.T. No. 4 Ing. Emilio Mitre 路 1993 - 1999
  • Systems Engineering (incomplete)National Technological University 路 1999 - 2002

Languages

I work and produce technical documentation in multicultural contexts.

  • SpanishNative or bilingual
  • EnglishC1
Guillermo Montenegro | CV