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SHEET 01Title

GMT-4

GABRIELOLARTE

AI engineer building agent infrastructure at MCPJam. Systems that decide, not just respond.

KEY
4 PARTS
01
MCPJam
PROTOCOL LAYER
02
MosQuit
TOP 500 / 25,000
03
Javier
100% LOCAL INFERENCE
04
XploRA
100–500 USERS, LIVE
View assembly

IOI 2025
ICPC LATAM finalist
Anthropic top 500 / 25,000

DRAWN BY
G. OLARTE MEDRANO
TITLE
AGENT INFRASTRUCTURE
MATERIAL
TYPESCRIPT / PYTHON / C++
SCALE
1:1
PROJECTION
THIRD ANGLE
STATUS
PRODUCTION
SHEET 02

Exploded assembly

4 parts

Four things I built, drawn as one machine.

A protocol layer, a system of agents that argue before they commit, a computer that runs its own model, and the optics platform under all of it. Scroll to take it apart.

PARTS LIST4 DETAIL SHEETS
  1. 01MCPJamAgent infrastructurePROTOCOL LAYER
  2. 02MosQuitMulti-agent decision supportTOP 500 / 25,000
  3. 03JavierSelf-hosted AI assistant100% LOCAL INFERENCE
  4. 04XploRAAR tourism platform100–500 USERS, LIVE
SHEET 03

Proof

Verifiable — ask for references

Proof, not adjectives.

001

TOP 500

OF 25,000 PROPOSALS

Anthropic global hackathon — MosQuit selected worldwide

2026

002

IOI 2025

TOP 8 NATIONAL

International Olympiad in Informatics — Bolivia national representative

2025

003

ICPC LATAM

2ND BEST IN UPB HISTORY

ICPC Latin America regional final, first university participation

2024

004

100+

ACTIVE MEMBERS, UPB

Founded Bolivia's first official AWS Student Builder Group chapter

2024

005

1,100+

PARTICIPANTS SERVED

CochaTech — platform for Bolivia's largest hackathon

2025

006

1ST PLACE

NATIONAL GAMEJAM

National GameJam — selected to represent Bolivia abroad

2025

007
$1,000
Nodi Scholars — emerging LATAM talent, Authentical + PWA
2026
008
21,000 Bs
GAMT startup incubator award for XploRA
2024
009
AWS
AWS certification scholarships granted directly by Amazon
2025–26
SHEET 04

Section A-A

Cut through the operator

Asset pending — portrait

Fig. 04 — Section A-A

I build systems that have to hold up when someone is depending on the answer.

Competitive programming taught me the part most people skip: that a solution is not finished when it works, it is finished when it works at the size and under the constraints it will actually meet. IOI and ICPC are where that got drilled in. It is the same instinct I bring to agent infrastructure — where the failure mode is not a wrong answer, it is a confident one.

I work across the whole path: AWS serverless architecture, local inference on hardware I can hold, multi-agent systems that argue before they commit, computer vision, AR. Most of it has shipped to real users in Bolivia — an environment that does not forgive infrastructure that only works on good connections.

Currently at MCPJam on Model Context Protocol tooling, and open to roles anywhere. GMT-4, and used to overlapping.

A1
Origin
Cochabamba · 2558 M
A2
Reading
UPB Systems Engineering, 2024–
A3
Languages
ES native · EN C1 · DE B1
A4
Trained on
IOI 2025 · ICPC LATAM
BUILT AT2024 — 2026
  1. 2024AWS Student Builder Group BoliviaFounded the country's first official chapter. 100+ active members at UPB.
  2. 2024XploRAGAMT startup incubator award — 21,000 Bs.
  3. 2024Universidad Privada BolivianaSystems Engineering — started.
  4. 2025CloudNovaBoCo-founded. Enterprise AI and AWS serverless architecture for clients across the region.
  5. 2025MelioremFounded. Enterprise AI automation on Lambda, SQS, API Gateway and the Claude API.
  6. 2025CochaTechLead developer of the platform behind Bolivia's largest hackathon — 1,100+ participants.
  7. 2026MCPJamRemote engineer, site lead. Open-source tooling for the Model Context Protocol.
  8. 2026QHub PeruSelected international student — quantum algorithms and programming frameworks.
  9. 2026AWS Certified AI PractitionerProctored exam.
MATERIALS6 GROUPS
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
SPOKEN
Spanish native · English C1 · German B1
SHEET 05

General notes

Contact

  1. 01Open to fullstack, AI and cloud engineering roles — remote or relocation.
  2. 02Based in Cochabamba, Bolivia, GMT-4. Used to overlapping with EU and US hours.
  3. 03Available for contract work through CloudNovaBo and Meliorem.
  4. 04All figures on this sheet are verifiable — ask for references and they will be sent.
LOCAL TIME
GMT-4
STATUS
Open to offers