You will get dedicated team for your project, including a PM to keep you updated.


Project details
You will have a dedicated team allocated for your project, including a project manager, who will keep you updated throughout the process and offer assistance at every step.
We stand behind the quality of our developments and offer a 1-year bug-free warranty. For your peace of mind, we also offer the option to extend the warranty for up to three years for an additional fee.
We stand behind the quality of our developments and offer a 1-year bug-free warranty. For your peace of mind, we also offer the option to extend the warranty for up to three years for an additional fee.
Programming Languages
PHP, HTML & CSS, PythonCoding Expertise
Cross Browser & Device Compatibility, Security, DesignWhat's included
| Service Tiers |
Starter
$500
|
Standard
$3,000
|
Advanced
$15,000
|
|---|---|---|---|
| Delivery Time | 7 days | 21 days | 60 days |
Number of Revisions | 2 | 6 | Unlimited |
Design Customization | |||
Content Upload | |||
Responsive Design | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$1,000 - $5,000
2 Years Bug warranty
+$3,000
1 Year Bug warranty
+$2,000About Guillermo
Senior AI Engineer | MCP + Claude Code | Production Agent Pipelines
100%
Job Success
Montevideo, Uruguay - 2:55 pm local time
What I've shipped (most recent):
— 3 custom MCP servers (case studies): mcp-linkedin (OAuth-as-MCP gateway), mcp-storage (R2 presigned passthrough — bytes never enter the model), source-fetchers-mcp (5 source types behind one interface, diff-mode for ~90% token savings on re-ingest). Happy to walk through any of them live.
— Promaker: custom MCP-powered debugging workflow → -68% mean debug time, 12 deploys/week, zero-downtime migration.
— Tradepulse: enterprise RAG with LangChain + pgvector → 200K+ docs indexed, 98% citation accuracy, -74% daily research time.
— Imanclicks: agent-powered marketing automation with LangGraph + OpenAI + Next.js → 5x campaigns/month, -82% landing-page cost, 23 hrs/week saved.
— Compass (current): BigQuery / Airflow pipelines moving millions of records/day for ads + marketing intel.
— Verifarma (5y): pharma track & trace deployed in 8 countries — 1B+ units tracked, zero regulatory penalties.
How I work:
Custom MCPs + Claude Code as the build loop, brain-local wiki as shared context across agents, replayable decision traces in an LGTM stack (Loki/Grafana/Tempo/Mimir) on K3s. MCP-as-passthrough for external auth — bytes don't pass through the model.
My take on tool layer:
Tool descriptions carry 80% of the contract. If a description is ambiguous, the agent picks the wrong tool — prompts above can't fix that. Descriptions own when-to-use, system prompt owns persona, orchestrator owns policy.
Stack I run today: Python, TypeScript, Go, Next.js, PostgreSQL/pgvector, BigQuery, dbt, Docker, Kubernetes (K3s), GCP, AWS, GitHub Actions. Claude SDK + Anthropic API daily driver. OpenAI when it fits the job. LangChain/LangGraph when the job calls for it — shipped in Tradepulse and Imanclicks.
Honest about depth:
I lead with custom MCPs + Claude Code; that's where I have the most production hours. LangChain isn't my daily driver but I've shipped it and am happy to work in a LangChain-heavy stack — just transparent on where my depth is. I pass on demos without a path to production.
Open to a 20-min intro to see fit. UTC-3, natural overlap with US East.
Steps for completing your project
After purchasing the project, send requirements so Guillermo can start the project.
Delivery time starts when Guillermo receives requirements from you.
Guillermo works on your project following the steps below.
Revisions may occur after the delivery date.
Kick-off meeting
Let’s meet and get finer details and ensure the right solution
Development
Coding the software, ensuring quality through diligent testing and reviews




