Open to opportunities

Yumi Reyes Hermenegildo

@yumireyes

Message

Data & AI Product Manager building agentic AI and LLM solutions with measurable business impact.

Peru

Message

What I'm looking for

I’m looking to lead end-to-end AI product and automation initiatives—especially agentic AI/LLMs—where I can bridge business and engineering, ship validated pilots to production, and deliver measurable operational and customer impact.

I’m a Computer Science and Systems Engineer and a Data & AI Product Manager with 5+ years leading Artificial Intelligence and data initiatives across energy, construction, architecture, and innovation. I specialize in agentic AI, Large Language Models (LLMs), automation, and product architecture—turning AI trends into scalable pilots from use-case discovery through functional validation and go-to-market.

In my current role, I bridge business and technology for ENGIE and ISA Energía clients, leading AI product architectures such as an AWS RAG-based CAPEX estimation chatbot, a GPT-services replacement for fragile RPA processes, and an AI agent for automated document validation. I’ve also built end-to-end data and integration approaches (ArcGIS Online + Power BI via a Common Data Hub) and delivered automation wins like reducing HR operational workload by 20% and improving ticket response times by 40%. Alongside consulting and software delivery experience—dashboards, ETL pipelines, and AI-driven document/report generation—I’m also the founder of multiple technology startups, with a consistent focus on measurable outcomes.

Experience

Work history, roles, and key accomplishments

Current

CEO & Product Lead

Current

Tripcito

Jan 2026 - Present (6 months)

Led implementation and go-to-market of a TravelTech platform converting travel intentions into commitment. Shipped AI-assisted instant budgeting, a payment gateway, push notifications, and real-time metrics.

Go To Market TravelTech Payment Gateways Push Notifications

Current

Functional Analyst / Data AI PM

Current

AYESA

Apr 2025 - Present (1 year 3 months)

Bridges business and technology for ENGIE and ISA Energía clients by translating needs into data and AI product initiatives. Leads architecture and functional validation for AI-powered CAPEX estimation, GPT services to replace RPA, document-validation agents, and ArcGIS Online + Power BI integrations.

AWS RAG Playwright Robotic Process Automation AI Agents Validation LLM Accuracy Criteria ArcGIS Power BI Power Automate SharePoint Microsoft Forms Outlook

Project Lead – Digital Intake

MEDYAR Arbitration Center

Jun 2025 - Dec 2025 (6 months)

Led development of a digital intake platform for arbitration, managing the backend team and defining functional product requirements. Implemented AI agents in n8n for legal-process notifications and built the institutional website.

Team Management N8n AI Agents API Integration React JavaScript HTML CSS Git Version Control Backend Development

Digital Transformation & AI Consultant

Regional Government of La Libertad

May 2025 - Jul 2025 (2 months)

Designed and implemented a public-works monitoring application with activity-level progress visualization. Led chatbot development for Telegram follow-up alerts and built dashboards with cumulative progress and real-time financial projections for executive decision-making.

Public Works Monitoring Visual Progress Representation Chatbot Development Telegram Alerts Dashboarding Real Time Financial Projections

Digital Innovation Consultant

Rioba S.A.C.

Mar 2024 - Apr 2025 (1 year 1 month)

Led the internal digitalization strategy by automating architectural project-management workflows across subteams. Designed and implemented an AI agent for technical-report and preliminary-budget generation and defined the company’s AI product roadmap.

Digital Innovation Power Automate N8n Workflow Automation AI Agents Technical Report Generation Budget Generation

CEO & Product Lead

KUIDANDO

Jan 2025 - Mar 2025 (2 months)

Implemented a civic platform enabling reporting of urban issues using geolocation and real-time tracking. Led product execution as CEO and product lead.

Civis Platform Geolocation Real Time Tracking

CEO & Product Lead

TELODIGO

Apr 2023 - Oct 2024 (1 year 6 months)

Planned, executed, and launched the TELODIGO digital platform while managing technology, design, and business teams. Implemented performance metrics and continuous-improvement strategies, reaching 1,000+ users in the first year and securing partnerships.

Product Planning Product Launch Performance Metrics Continuous Improvement Partnership Development

Software Development Intern

Nisira Systems S.A.C.

May 2024 - Sep 2024 (4 months)

Developed interactive dashboards using Django and Plotly Dash to improve decision-making efficiency. Managed KPI implementation for project tracking to support strategic decision-making.

Django Plotly KPIs Project Tracking

Software Dev & Business Intelligence

Echelon Consulting S.A.C.

Sep 2023 - May 2024 (8 months)

Designed and implemented AI solution initiatives for retail and services clients, achieving strong adoption among sales and operations teams. Built end-to-end data pipelines (Python and SQL ETL) and prototyped a report-automation MVP using Python and Power Automate.

AI Solution Initiatives Python SQL ETL Data Pipelines Pandas Openpyxl Power Automate Prototyping

Digital Product & Automation Consultant

Yumsa Construction & Real Estate

Jun 2022 - Jun 2023 (1 year)

Supported identification of digitalization opportunities in construction operational and administrative processes. Designed automation proposals for activity tracking, progress reporting, and traceability using no-code and low-code approaches.

Low Code Progress Reports Traceability