Cali, Colombia · Remote
SamuelWilkie.

I automate your operations with AI and build the management platforms your team runs on.

0+
Years exp.
0+
Projects
0
Client countries
Let's talkView projects
+57 310 5436281
From manual work
to real systems
Software development and AI automation

AI agents that handle, qualify and route leads, plus platforms with roles, approvals and traceability. In production, with real users.

Explore
Capabilities

I automate with AI. I build management platforms.

01Capabilities

AI process automation

Leads arrive on WhatsApp, email and web forms, and nobody follows up in time.

AI agents that handle, qualify and route leads and tasks into your CRM, with no manual work in between.

How I build it: cases and process
02Capabilities

Custom management platforms

Your operation lives in spreadsheets and chat threads, with no record of who did what.

Web apps with users, roles, multi-step approvals, dashboards and full traceability.

How I build it: cases and process
03Capabilities

Websites built in code

Your WordPress site depends on plugins that break and licenses that renew.

Fast Next.js sites with built-in technical SEO and code you own in Git. I migrate your current site without losing rankings.

How I build it: cases and process
Infrastructure
  • Google Cloud
  • AWS
  • Microsoft Azure

Everything I build, I deploy and run in the cloud: GCP as my main platform, plus AWS and Azure.

Selected Portfolio

Work that speaks
For itself

Explore full archive
Lookitry: AI virtual try-on for clothing stores, now in open beta. Includes a WooCommerce plugin and an API.
SaaS

Lookitry

SaaS platform built entirely with Spec-Driven Development, currently in open beta. Includes user, brand and session management, a referral system, a conversational AI, a built-in CRM and a usage analytics dashboard, plus AI image models and catalog workflow automation. Accepted into Google for Startups and AWS Activate, with GCP as the main cloud.

Powered by
AWS ActivateGoogle Cloud for Startups
  • Next.js
  • React
  • Probador virtual
  • IA
  • SaaS
View the case
Social impact

Technology for the Cali emergency

When the emergency hit Cali, I built two tools: one to assess structural damage from a phone, and one to help rescue teams locate people under debris. Both are free and offline-first, a contribution to the country.

They do not replace a professional inspection or professional rescue teams.

  • Grietas Vivas: A PWA that helps people run a preliminary triage of cracks after an earthquake, from a phone and without a connection.Live

    Grietas Vivas

    A PWA that helps people run a preliminary triage of cracks after an earthquake, from a phone and without a connection.

    • Next.js
    • PWA
    • IA
    • Offline-first
    • Supabase
    • NSR-10
    View the caseView site
  • ESPetral Rescue: Open-source field search-and-rescue tool with Wi-Fi CSI motion detection.Open source

    ESPetral Rescue

    Open-source field search-and-rescue tool with Wi-Fi CSI motion detection.

    • ESP32
    • IoT
    • React
    • Open Source
    View the caseView repository
Open Source

Public code

Tools I build and share openly to connect AI agents with real systems.

View all on GitHub
kommo-kiro-power

Kiro Power + MCP server for Kommo CRM. Manage leads, contacts, pipelines, and tasks from any MCP-compatible AI IDE.

PythonMITPublic
kommo-mcp

Python MCP server connecting AI agents to the Kommo CRM API v4. Manage leads, pipelines, and tasks in natural language from any MCP-compatible client.

PythonPublic
margarita-tank

Desk display for Claude Code on an ESP32-C6: an animated pixel crab that reacts to agent hooks and shows live token usage. Fork of Clawd Tank.

CPublic
Capabilities

AI Stack &
Automation

Claude Code & CLIs

Core development engines: Claude Code, Gemini CLI, Opencode and Openclaw.

Perf 98%

Gemini & Vertex AI

Advanced integration with Google models (Pro/Flash) and the Vertex AI platform.

Perf 96%

DeepSeek, Kimi & Minimax

Models like DeepSeek, Kimi and Minimax for reasoning and code.

Perf 94%

Antigravity & Kiro

Antigravity, Kiro and Codex to speed up the development cycle.

Perf 100%

Agentic Systems

Autonomous AI agents that run tasks and deliver results.

Spec-Driven Development

An architecture-first methodology for scalable products.

Experience

Collaborations

BBVA
CUBE
La Montana
Fiverr
Ackermann
Franc
Foto Milenio
CED
BBVA
CUBE
La Montana
Fiverr
Ackermann
Franc
Foto Milenio
CED
BBVA
CUBE
La Montana
Fiverr
Ackermann
Franc
Foto Milenio
CED
BBVA
CUBE
La Montana
Fiverr
Ackermann
Franc
Foto Milenio
CED
Tech Stack

Technologies that
dominate.

Google CloudGoogle Cloud
AWSAWS
AzureAzure
Next.jsNext.js
ReactReact
TypeScriptTypeScript
Tailwind CSSTailwind CSS
Node.jsNode.js
VercelVercel
SupabaseSupabase
PostgreSQLPostgreSQL
BootstrapBootstrap
Google CloudGoogle Cloud
AWSAWS
AzureAzure
Next.jsNext.js
ReactReact
TypeScriptTypeScript
Tailwind CSSTailwind CSS
Node.jsNode.js
VercelVercel
SupabaseSupabase
PostgreSQLPostgreSQL
BootstrapBootstrap
Google CloudGoogle Cloud
AWSAWS
AzureAzure
Next.jsNext.js
ReactReact
TypeScriptTypeScript
Tailwind CSSTailwind CSS
Node.jsNode.js
VercelVercel
SupabaseSupabase
PostgreSQLPostgreSQL
BootstrapBootstrap
Google CloudGoogle Cloud
AWSAWS
AzureAzure
Next.jsNext.js
ReactReact
TypeScriptTypeScript
Tailwind CSSTailwind CSS
Node.jsNode.js
VercelVercel
SupabaseSupabase
PostgreSQLPostgreSQL
BootstrapBootstrap
PHPPHP
WordPressWordPress
WooCommerceWooCommerce
ElementorElementor
DockerDocker
GitHubGitHub
FigmaFigma
GoogleGoogle
PsPhotoshop
AiIllustrator
PHPPHP
WordPressWordPress
WooCommerceWooCommerce
ElementorElementor
DockerDocker
GitHubGitHub
FigmaFigma
GoogleGoogle
PsPhotoshop
AiIllustrator
PHPPHP
WordPressWordPress
WooCommerceWooCommerce
ElementorElementor
DockerDocker
GitHubGitHub
FigmaFigma
GoogleGoogle
PsPhotoshop
AiIllustrator
PHPPHP
WordPressWordPress
WooCommerceWooCommerce
ElementorElementor
DockerDocker
GitHubGitHub
FigmaFigma
GoogleGoogle
PsPhotoshop
AiIllustrator
CompetenciesSkills
01

AI automation

Backend AI agents that handle, qualify and route leads and tasks with no manual work.

02

Management platforms

Users, roles and permissions, multi-step approvals, dashboards and an audit trail for every action.

03

Cloud: GCP, AWS & Azure

Cloud deployment and operations, with GCP as the main platform. Nexus runs on Azure.

  • Google Cloud
  • AWS
  • Microsoft Azure
04

Full-stack architecture

From the database to the UI, with hexagonal architecture and Spec-Driven Development.

05

Integrations & APIs

Zoho CRM, Kommo, Microsoft 365, WooCommerce and custom MCP servers that connect AI agents.

06

UX/UI & technical SEO

Clear interfaces and sites Google understands: metadata, structured data and performance.

Lookitry

Infrastructure & Innovation

Lookitry was selected and technically validated by the AWS Activate and Google Cloud for Startups programs. Today, our infrastructure runs on that high-performance technology, held to enterprise-grade standards.

AWS Activate Founder
Google Cloud for Startups
About me

The person behind the code

Sam Wilkie

Certificaciones Oficiales

Build Real World AI Applications with Gemini and Imagen
Build Real World AI with GeminiGoogle Cloud ↗
Create Your First Gemini Enterprise Application
Gemini Enterprise ApplicationGoogle Cloud ↗

Developer based in Cali, Colombia, with 8+ years of experience (since 2018) building real digital products. Founder of Lookitry, an AI virtual try-on SaaS, now in open beta.

I specialize in automating processes with AI agents (Claude, Gemini, OpenAI) and building custom management platforms with users, roles and traceability. Native Spanish; English (B2). I follow Spec-Driven Development.

Certifications & Education

Google Cloud Gen AI Badges (10 AI certifications) ↗Full-Stack Bootcamp - Talentotech Valle - June 2026Cybersecurity - 50h - MinTIC & Universidad Distrital - July 2024 ↗A.S. in Computer Science - IUTET - Venezuela - 2010-2014H.S. Administrative Services & Commerce - E.T.R. - Venezuela - 2004-2007

Soft Skills

  • Fast self-learner who adapts quickly to new technologies
  • Entrepreneurial, results-oriented mindset
  • Strong technical writing and communication (native Spanish; English B2)
Cali, Colombia · Remote8+ years exp.Management platformsAI automation

Career Path

A look at my experience building digital products and platforms that run in production.

Omnistem | Cell Based Therapies

Current

AI Engineer & Tech Lead (Part-time)

Punta Cana, Dominican Republic (Remote)Aug 2026 – Present
  • AI and Full Stack development for Omnistem, a regenerative-medicine organization
  • Nexus: clinical operations platform and Connect patient portal on Microsoft Azure
  • Atlas: clinical inventory and supply traceability platform
  • Spec-Driven Development with AI agent-assisted coding

Lookitry

Current

Founder & Lead Developer

Cali, ColombiaFeb 2026 – Present
  • Leading the full lifecycle of an AI virtual try-on SaaS for clothing, now in open beta
  • AI-assisted Spec-Driven Development; responsive Next.js frontend with an embeddable widget and a REST API backend
  • AI image models (Gemini "Nano Banana 2") and AI pipelines for catalog sync and background removal
  • Official WooCommerce plugin and payment gateways that activate plans automatically (from 400 up to 5,000+ AI generations/month, with direct API access)
  • Usage analytics in the client dashboard and admin for users, brands and sessions

Wilkie Devs

Current

Frontend Web Developer (Freelance)

Colombia (Hybrid)Feb 2018 – Present
  • Web development for clients in Colombia, Canada, and Costa Rica
  • Corporate platforms, e-commerce, educational platforms, and landing pages
  • API integrations, payment gateways, and CRMs
  • SEO strategies with real organic positioning
Contact

Let's talk about your process or platform

AvailableRemote

Email

[email protected]

WhatsApp

+57 310 5436281

LinkedIn

linkedin.com/in/samu-wilkie

Location

Cali, Colombia · Remote

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