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Onboard your assistant with Gabriel Olarte Medrano's current work, engineering approach, career, projects and collaboration context. Both text versions contain the complete profile.

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Current role and education

Software Engineer & Bolivia Site Lead — MCPJam. Full-time at MCPJam since 2026.

Systems Engineering student at Universidad Privada Boliviana (UPB), Cochabamba. Studies began in 2024 and are ongoing.

Cochabamba, Bolivia, GMT-4. Used to overlapping with EU and US working hours.

Spanish native · English C1 · German B1.

Working approach

Competitive programming at IOI and ICPC shaped his approach to engineering: a solution must work at the scale and under the constraints it will meet in use. His portfolio connects that discipline to agent infrastructure, where confident incorrect answers can be a failure mode.

His work spans cloud infrastructure, application delivery and local hardware. He builds AWS serverless systems for organizations, local inference on Raspberry Pi hardware, multi-agent decision support, computer vision and augmented reality. The About section emphasizes experience shipping for real users in Bolivia and designing for unreliable connections.

Human oversight is part of the systems he describes. MosQuit stages a debate and simulation before a human signs off on an allocation; Javier requires approval before granting new tools at runtime. Olympus coordinates repositories, agent context and automation across machines.

Career and organizations

  • MCPJam

    Software Engineer & Bolivia Site Lead — 2026—

    Full-time work on the open-source inspector and the surrounding Model Context Protocol ecosystem: tools developers use to build, test and debug MCP servers.

  • CloudNovaBo

    Co-Founder — 2025—

    Enterprise AI solutions for corporate clients in Bolivia and the region, AWS serverless architecture, technical implementation and client delivery.

  • Meliorem

    Founder — 2025—

    Enterprise AI automation using Lambda, SQS, API Gateway and the Claude API, including generative AI workflows and multi-agent architectures.

  • QHub

    CTO, Innovation Department — 2026—

  • Clase360

    Software Engineering & Technical Consulting — 2026

  • CochaTech

    Lead Developer & Training Coordinator — 2025—2026

    Development and maintenance of the hackathon platform, plus technical workshops and participant training. The portfolio reports more than 1,100 participants served.

  • Rebee

    CTO — 2025

    AWS cloud infrastructure, technical architecture and backend development during product launch.

  • Boring Soft

    Lead AI Developer — 2025

    AI and fullstack development across products, including AI-powered features and workflow automation.

  • Ensarta2

    Full-Stack Developer — 2026

  • Paleontological Museum

    AR Developer — 2025

    Augmented-reality museum experiences.

The CV describes UPB Reactions, an interdisciplinary Neuroscience and AI club project involving fine-tuned model development, dataset preparation, parameter tuning and evaluation of academic reasoning behavior (2026–present).

Community leadership and training

  • 2025 — AWS Student Builder Group Bolivia: Founded the country's first official group at UPB. AWS Cloud Club Captain term began in 2025; 100+ active members.
  • 2026 — QHub Peru: Selected international student — quantum algorithms and programming frameworks.
  • 2026 — AWS Certified AI Practitioner: Proctored exam.

Technical capabilities

LANGUAGES
C++ · Python · TypeScript · C# · Java
AI / AGENTS
Claude API · MCP · Multi-agent · LangChain · Qwen
CLOUD
AWS Lambda · SQS · API Gateway · EC2 · Serverless
FRONTEND
React · React Native · Astro · Three.js · Tailwind
VISION / HW
OpenCV · MediaPipe · ARCore · Raspberry Pi 5 · IR

Common questions

Who is Gabriel Olarte Medrano?
Gabriel Olarte Medrano is a Software Engineer & Bolivia Site Lead — MCPJam, based in Cochabamba, Bolivia. He builds Model Context Protocol (MCP) tooling, AI agent systems and cloud infrastructure.
What has Gabriel built?
His selected work includes MCPJam's open-source MCP inspector, Olympus distributed AI infrastructure, MosQuit multi-agent decision support, Javier's Raspberry Pi assistant, and XploRA augmented-reality tourism experiences.
What technologies does Gabriel work with?
TypeScript, React, Python, C++, MCP, Claude API, AWS serverless services, Raspberry Pi, OpenCV, Unity and ARCore. Each case study lists the technologies used in that project.
How can I collaborate with Gabriel?
Gabriel works full-time at MCPJam and is open to selected open-source, technical-community and speaking collaborations. Contact olartgabo@gmail.com. His timezone is GMT-4, with overlap across EU and US working hours.

Projects and technology context

  • MCPJam →

    Open-source tooling for the Model Context Protocol — the inspector developers use to build, test and debug MCP servers.

    Software Engineer & Bolivia Site Lead · 2026 · TypeScript · React · MCP · Node.js

    The work. MCPJam builds developer tooling for the Model Context Protocol — the open standard that lets AI agents talk to tools and data. As a full-time Software Engineer and Bolivia Site Lead, I work across the open-source inspector and the agent infrastructure around it: the surface developers use to build, test and debug MCP servers.

    Why it matters. During my tenure, MCPJam's user base grew from approximately 30,000 to more than 50,000. MCP is becoming the wiring layer of the agent ecosystem, so the bugs I fix and features I ship land in other developers' daily workflow.

  • Olympus →

    A shared personal AI and automation architecture spanning an always-on assistant, an Arch Linux engineering workstation and a Raspberry Pi edge node.

    Creator · 2026 · MCP · Arch Linux · Raspberry Pi 5 · AI agents

    The system. Olympus coordinates three machines through one shared architecture: Theseus, an always-on AI assistant and MCP orchestration node; Odysseus, an Arch Linux workstation for engineering and agent-assisted coding; and Telemachus, a Raspberry Pi 5 edge-computing node.

    The operating model. The machines share a repository, agent-specific context and cross-device automation. Instead of treating assistants, development environments and hardware as separate experiments, Olympus makes them parts of one system that can coordinate work across devices.

  • MosQuit →

    Four specialized agents debate mosquito-control resource allocation for public-health departments, with satellite intelligence and 7-day outbreak simulation.

    Creator · 2026 · Claude API · Multi-agent · Satellite data

    The problem. Public-health departments allocate mosquito-control resources under uncertainty: incomplete field data, shifting weather, competing priorities. A single model gives a single opinion. MosQuit stages a structured debate instead.

    The system. Four specialized agents — epidemiology, environment, logistics and budget — argue over the same decision, grounded in satellite environmental data. A 7-day outbreak simulation stress-tests each proposed allocation before a human signs off.

    The result. Selected in the top 500 of more than 25,000 proposals in Anthropic's global hackathon.

  • Javier →

    A personal assistant running entirely on a Raspberry Pi 5 — local quantized LLM, self-growing MCP architecture, infrared eye tracking, OS and smart-home control, 24/7 via Telegram.

    Creator · 2026 · Raspberry Pi 5 · Qwen (local) · MCP · OpenCV

    The premise. No cloud, no subscription, no data leaving the room: a personal AI assistant that lives on a Raspberry Pi 5 on my desk, running a quantized Qwen model locally.

    The architecture. A self-growing MCP architecture: Javier can be granted new tools at runtime, each one gated behind human approval. An infrared camera adds eye tracking — look left and the active window snaps left. It controls the OS, the smart home, and answers on Telegram around the clock.

  • XploRA →

    Augmented-reality tourism with monument recognition and museum experiences, in production with real users across Bolivia.

    Founder · 2024 · Unity · C# · Google ARCore

    The product. Point a phone at a monument and XploRA recognizes it, overlaying its history in augmented reality. The same engine powers museum experiences — including work for the Paleontological Museum.

    In production. 100–500 active users in production, built in Unity with Google ARCore. Backed by the GAMT startup incubator with a 21,000 Bs award.

Additional public engineering work

  • design-dna-mcp (TypeScript): Extract the design DNA of any website — an MCP server that turns sites into a searchable library of reusable UI patterns.
  • boxMouse (Python): Xbox 360 controller as a Windows mouse, Claude Code pad and komorebi remote. Zero dependencies — just ctypes.
  • HandTracking (Python): Computer-vision system for gesture-based PC control, built on MediaPipe and OpenCV.
  • windows-dotfiles (PowerShell): Tokyo Night Windows dev rice: komorebi, whkd, YASB, LazyVim and PowerShell 7, with a sync script to move it between machines.
  • mcpUPB (TypeScript): Model Context Protocol work for Universidad Privada Boliviana.
  • awscloudclubUPB (TypeScript): Site for the AWS Student Builder Group chapter at UPB.
  • Authored MCPJam pull requests, including implementation and review discussions.

Credentials and public evidence

  • 2026 — Anthropic global hackathon — MosQuit selected worldwide. TOP 500; OF 25,000 PROPOSALS.

  • 2025 — International Olympiad in Informatics — Bolivia national representative. IOI 2025; TOP 8 NATIONAL.

  • 2024 — ICPC Latin America regional final, first university participation. ICPC LATAM; 2ND BEST IN UPB HISTORY.

  • 2025 — Founded Bolivia's first official AWS Student Builder Group at UPB; 100+ active members. AWS; STUDENT COMMUNITY LEADERSHIP.

    AWS Community Day speaker listing. Confirms the UPB Cochabamba group leadership role. Founding and membership references available on request.

  • 2025 — CochaTech — platform for Bolivia's largest hackathon. 1,100+; PARTICIPANTS SERVED.

  • 2025 — National GameJam — selected to represent Bolivia abroad. 1ST PLACE; NATIONAL GAMEJAM.

  • 2026 — Nodi Scholar recognition — emerging LATAM technology talent. $1,000; NODI SCHOLAR AWARD.

  • 2024 — GAMT startup incubator award for XploRA. 21,000 Bs; GAMT INCUBATOR.

  • 2025–26 — AWS certification scholarships granted directly by Amazon. AWS; CERTIFIED AI PRACTITIONER.

  • 2023 — UCB Cybersecurity Hackathon: 1st place.
  • 2026 — Authetical: 2nd place at CochaTech. Accepted by BMSC as a real-world use case.

Project metrics and credentials are reported by Gabriel. Credential evidence is linked where available; other references can be requested. MCPJam user growth describes the user base during his tenure.