Franco Sanchez
Five AI systems in production: plant floor, CFDI, university, recruitment.
What systems did someone pay to keep running?
Five systems in production: ERP and dashboard at Towel, CFDI at Idea15, RAG at UVP, CV matching for LTC. Each page names the client, the dates, and how impact was measured. Not demos.
- 01
AI Business Intelligence Dashboard
At Towel S.A. de C.V., time to produce a weekly sales report fell by about 90% after the LangGraph dashboard replaced analyst-built static exports.
- 02
Smart CFDI Billing System
At Idea15 (Aug–Sep 2025), the accounting flow covered by automatic capture reached about 80%, and the income-projection model scored above 92% accuracy on internal history.
- 03
RAG Institutional Assistant
At Universidad del Valle de Puebla (Feb 2024–Jun 2025), the assistant autonomously resolved about 65% of level-1 queries, as reported by the system operator.
- 04
Textile Production ERP
At Towel S.A. de C.V., shop-floor workflow visibility improved by about 40% and paper use on the floor nearly disappeared, as reported by the ERP operator.
- 05
AI-Powered Job Matching Board
On LTC's job board, initial screening time fell by about 75% after parsing and matching replaced linear CV reading, as reported by the operator.
Franco Alessandro Sanchez Trinidad
I am Franco Alessandro Sanchez Trinidad, an AI and software engineer in Puebla, Mexico. I have shipped production software since 2020 (WimxTelecom: application lifecycle and network infrastructure). From February 2024 I have also shipped production AI: a RAG assistant for Universidad del Valle de Puebla, a CFDI invoicing and stamping platform at Idea15, and, from October 2025 at Towel S.A. de C.V., a shop-floor ERP and a LangGraph business-intelligence dashboard. A fifth system, an NLP job-matching board for LTC, parses CVs and ranks technical candidates. The systems on this site are the ones someone paid to keep running. I am completing a master's in AI at UNIR México after an engineering degree at UVP and an AI diploma at Universidad Anáhuac Puebla.
Competencies
What you'd hire me to solve
Artificial Intelligence
LangGraph and RAG agents in production: Towel's dashboard, UVP's assistant, CFDI OCR at Idea15. Not a notebook.
Full-Stack Architecture
End-to-end React and PostgreSQL on Towel's plant ERP and dashboard; Next.js and AWS on LTC's job board.
Tech Leadership & PM
At UVP I mentored while shipping the assistant. On the plant floor and at Idea15 the work was scoping, delivery, and the measurement on each project page.
Experience
Where I have worked, and what was still running when I left.
Software Engineer
Development of a comprehensive system for textile plant process management. Architecture and implementation of an administrative dashboard for real-time analysis of sales and production metrics using advanced data visualization.
Software Engineer
Design and development of an invoicing (CFDI) and stamping system. Integrated Artificial Intelligence via OCR models for the prediction and automatic extraction of accounting data, optimizing the financial workflow.
AI Developer & Tech Mentor
Design and deployment of an AI-powered virtual assistant for 24/7 institutional support, optimizing operational response times. Simultaneously acted as a technical mentor, guiding students in software development, hackathons, and tech projects.
IT Specialist & Project Management
Leadership in the planning and execution of school technology projects. Optimization of administrative information management and coordination of resources for continuous process improvement.
Software Engineer
End-to-end management of the enterprise application lifecycle. Administration, monitoring, and optimization of telecommunications network infrastructure ensuring high availability.
Education
Master's in Artificial Intelligence · in progress
Advanced specialization in the 5 main branches of AI: machine learning, deep learning, NLP, computer vision, and algorithm development. Tech ecosystem: Python, TensorFlow, Keras, AWS, Azure.
Artificial Intelligence Diploma
Specialization in designing and deploying AI solutions for enterprise environments. Creation of classification models, predictive analysis, and NLP using Python, scikit-learn, and TensorFlow.
Systems and Information Technology Engineering
Solid foundations in software engineering, systems architecture, and AI. Leadership in web development projects, process automation, and machine learning solutions.
Contact
An open role or a project? Write to me. The CV is in the hero, and as a text link here.