Wilmar Florez Samudio
Full-Stack & Applied AI Engineer
Software engineer with experience across product, frontend, backend, and integrations. I combine TypeScript, React, Python, and FastAPI to turn complex processes into tools that can be operated and maintained.
La oportunidad está en diseñar el flujo completo: entradas, reglas, excepciones y una salida que el equipo pueda confiar.
An assistant can classify questions, answer frequent requests, and hand off cases that need commercial judgment to a person.
Quotes, invoices, or requests stop living as loose text and become data a team can review and process.
A brief can become drafts adapted for different channels without losing the team’s voice or review process.
I have worked in product teams and on self-initiated projects, with responsibilities spanning frontend, backend, architecture, and integrations.
Feb 2025 - present
Roomly
End-to-end construction of a conversational product, including architecture, backend, integrations, AI workflows, and deployment for validation.
Jan 2022 - Jun 2024
Elenas
Frontend product development and evolution within an engineering team, focused on interfaces, architecture, and implementation quality.
Nov 2020 - Dec 2021
Elenas
Product feature implementation and frontend application maintenance in collaboration with design, product, and backend teams.
Jan 2020 - Oct 2020
Easy Case Legal
Frontend product development, service integration, and interface implementation for a legal platform.
Feb 2017 - Jan 2020
Freelance
Web solution design and development for independent projects, from technical definition through delivery.
A deployed demo showing how I turn messy operational information into a traceable workflow by combining AI, rules, and human review.
Current status
Deployed demo
A deployed demo for structuring ground transportation quote requests and surfacing the information that needs review.
Problem addressed
Requests arrive as free-form text and may omit key details or combine ambiguous information. The demo structures them without losing the original text or correction history.
Technical decisions
Technologies
Next.js, FastAPI, and PostgreSQL.
A product-oriented full-stack profile, applying AI when it supports the workflow rather than treating it as an isolated layer.
I design workflows where models interpret information or suggest actions within explicit boundaries, supported by deterministic rules and human escalation when the process requires it.
I build APIs and services with Python, FastAPI, and PostgreSQL, structured so business logic, data, and integrations can evolve independently.
I develop interfaces with TypeScript and React/Next.js that turn complex processes into clear, accessible, and maintainable tools.
I connect APIs, webhooks, messaging channels, and existing systems to preserve context and move information across an operation.
Roles and collaborations
If you are looking to add a Full-Stack & Applied AI Engineer to a team, fill a contract, or explore a professional collaboration, use this form to reach me.
I will reply to the email you provide to understand the context and how I could contribute.
