Data Whisperer
Career Profile
Data AI Product Developer with 6+ years of experience building scalable solutions that bridge business needs with technical implementation using Python, FastAPI, and cloud platforms (AWS/GCP). Proven track record leading cross-functional projects, from ERP implementations to AI-driven automation systems. Expert in stakeholder collaboration, requirements gathering, and automating business processes with n8n, RAG systems, and CRM/ERP integrations. Specialized in translating business challenges into strategic product solutions through Model Context Protocols and LLM workflows. Strong problem-solver with product-focused mindset and proven ability to coordinate technical delivery with business outcomes.
Education
MSc in Apllied Data Science
IEXE University
April 2022 - September 2023
Master in Data Science / AI
DEV.F Bootcamp
April 2021 - January 2022
BA in Business Administration
Benemerita Universidad Autonoma de Puebla
2006 - 2011
Languages & Tools
English - B2
Italian - B2
Portugues - A2
Work Experience
Data AI Product Developer
@ HS Factor, Mexico City, MX
July 2020 - Present
- Collaborated with stakeholders to define requirements for FastAPI lead generation app, resulting in 30% increased inbound leads
- Led discovery sessions and deployed AWS Fargate diagnostic tool, providing critical insights and saving 15+ hours weekly
- Prioritized and scoped 10+ workflow automations using n8n, reducing manual effort by 60%
- Worked cross-functionally to design RAG systems with vector databases, improving retrieval accuracy by 40%
- Gathered requirements and delivered APIs for automated video generation using OpenAI API, reducing production time by 70%
- Defined product vision for MCP architecture that enhanced AI capabilities across workflows, improving decision-making by 35%
- Translated business challenges into technical solutions, creating custom AI tools through strategic MCP implementations
- Coordinated stakeholder alignment for CRM/ERP integrations, optimizing business processes and operational efficiency
- Managed end-to-end delivery of containerized applications using Docker and Coolify, ensuring reliable production environments
Executive Assistant to the Managing Director
@ Alave, Cancún City, MX
March 2017 - November 2017
- Led ERP implementation project as liaison between development team, business stakeholders and end users, defining requirements and managing cross-functional delivery
- Coordinated data migration initiative ensuring business continuity while maintaining stakeholder alignment throughout the transition
- Established automated alert system for deadlines and events, improving schedule adherence by 25%
- Optimized spreadsheets and databases for performance tracking, providing management with actionable insights
- Coordinated with external stakeholders and auditors, maintaining professional communication channels
Logistics Manager
@ Mistica.mx, Playa del Carmen, MX
September 2013 - February 2017
- Conducted research and presented findings from diverse sources.
- Used critical thinking to break down problems, evaluate solutions and make decisions.
- Implemented operational enhancements, boosting profit margins by 30%.
- Demonstrated coordination and planning to meet schedules.
Sales Manager
@ Baaxal travel, Tuxtla Gutierrez, MX
Febrauary 2013 - August 2013
- Monitored market conditions to adjust sales strategies.
- Negotiated with contractors for favorable terms, reducing expenses.
- Fostered strategic relationships with suppliers and clients.
Operations and Logistics Assistant
@ Cancun Bay, Playa del Carmen, MX
June 2012 - January 2013
- Integrated logistic systems for improved tour bookings management.
- Processed customer orders and ensured proactive customer service.
- Coordinated with vendors for over 1000 daily tour pickups.
Data Analyst
@ INEGI, Puebla, MX
November 2005 - April 2006
- Contributed to the 2005 National Census, ensuring data integrity in databases.