ISURI LAB · PRACTICAL INTELLIGENCE

Software & AIfor complex work.

I build web applications, practical automations, and AI-assisted workflows for evidence analysis, business operations, and service teams.

Montreal · Mexico · RemoteSoftware · AI · Systems

SELECTED CAPABILITIES

01 — 04
01
Intelligent informationDocument analysis · structured feedback
02
Connected workflowsn8n · RAG · chatbots · APIs
03
Business systemsCRM · recruitment · operations
04
Modern web applicationsC# / .NET · React · TypeScript
C# / .NETbusiness applications and workflow systems
n8n + RAGautomation, chatbots, and knowledge workflows
React + TSmodern web applications and information tools

WHAT WE HELP WITH

Technology should make the work clearer.

The strongest projects begin with a real operational problem, not with a list of fashionable tools.

01

Information that is difficult to use

We structure documents, evidence, and business information so teams can search, compare, and act with more confidence.

02

Manual workflows that consume attention

We connect services and automate repeatable steps with n8n, APIs, chatbots, and practical integrations.

03

Systems that need to work in reality

We bring software, testing, and troubleshooting to projects that need reliability.

SELECTED PROJECTS

Applied technology for real operational needs.

A selection of software and automation work across information analysis, services, operations, and risk.

Legal evidence analysis workspace showing source documents, extracted passages, and a case timeline
01

DOCUMENT & EVIDENCE ANALYSIS

Evidence analysis workspace

Contributed AI analysis features, CRM workflows, testing, and bug fixes to a professional platform for reviewing documents, comparing evidence, and organizing source-based feedback.

ReactTypeScriptTanStackSupabase
Hospitality service dashboard connecting guest conversations, reservations, and automated workflow steps
02

WORKFLOW AUTOMATION

Chatbot and hospitality automations

Built n8n workflows connecting chatbots, RAG knowledge retrieval, and service processes such as hospitality reservations.

n8nRAGChatbotsAPIs
Recruitment and operations dashboard with candidate stages, hiring funnel, tasks, and team metrics
03

BUSINESS & OPERATIONS SOFTWARE

Recruitment and operational systems

Coordinated software delivery and supported web systems for recruitment, business operations, compliance activities, training, and reporting.

C#.NET 8 / 9ASP.NET Core MVCEntity Framework Core
Security and risk monitoring dashboard with event timeline, risk exposure, and system health
04

MONITORING & RISK

Security and risk management tools

Worked on web and mobile systems for security event monitoring and risk assessment, including authenticated application workflows.

ASP.NET CoreJWT authenticationWeb & mobile

TECHNOLOGY IN PRACTICE

A stack chosen to fit the work.

From web applications to automated workflows, these are technologies used across the projects.

01

Web applications

.NET 8/9 · C# · ASP.NET Core MVC · Razor · Entity Framework Core

02

AI and information workflows

TypeScript · React · TanStack · Supabase · RAG · n8n · APIs

03

Testing and systems

CRM workflows · chatbot integration · JWT authentication · software testing · troubleshooting

BACKGROUND

Engineering discipline behind the software.

2024—now

Software Developer

Workflow automation, chatbots, RAG, hospitality reservations, cloud software support, and delivery reporting.

2026—now

AI Product Co-Founder

AI feature development, CRM workflows, testing, and debugging for a professional analysis platform.

2014—2023

Project Coordinator

Requirements coordination, software proposals, developer collaboration, progress reporting, training, and deployment.

2007—2014

Field Systems & Maintenance Engineer

Equipment maintenance, surface systems, technical troubleshooting, and field operations across international locations.

START WITH THE PROBLEM

Have a workflow, system, or information problem worth solving?

Tell us what is slowing the work down. We will help clarify the problem and identify a practical next step.

WhatsApp