Professional Summary
Highly motivated and results-oriented Mechatronics Engineering student (10th semester) with a strong foundation in programming (Python, C/C++) and advanced proficiency in English. Passionate about Artificial Intelligence and Machine Learning, with hands-on experience developing and deploying AI solutions, particularly focused on Large Language Models (LLMs), Vision Language Models (VLMs), and Retrieval-Augmented Generation (RAG) systems within a corporate environment.
Professional Experience
Python/AI Developer
CLT S.A
2024 - Present
- Developed and integrated AI-powered microservices (Python/FastAPI) into larger company applications, collaborating with frontend/backend teams and using Azure DevOps for CI/CD.
- AI-Powered Customer Support Chatbot: Engineered a RAG system using LLMs (Azure OpenAI) and pgvector to automate responses; implemented an agentic workflow with Langchain for query reformulation and intelligent handover; and used Langfuse for comprehensive observability (cost, latency, testing).
- VLM-Enhanced Document Processing & Analysis: Significantly improved OCR accuracy by replacing Tesseract with a VLM; implemented an LLM with structured output to extract key entities and generate summaries from legal documents, reducing manual effort.
- Researched, tested, and deployed open-source LLMs from Hugging Face, optimizing for latency and resource consumption (VRAM) using tools like Ollama and vLLM.
- Developed a proof-of-concept conversational AI using LLMs to automate outbound debt collection calls.
Technical Skills
Programming Languages
Python C/C++ Assembly
AI & Machine Learning
Langchain Llamaindex OpenCV Pandas NumPy Keras scikit-learn
Generative AI
LLMs VLMs RAG Embeddings Prompt Engineering
Cloud & DevOps
Azure DevOps Docker FastAPI CI/CD
Databases
PostgreSQL pgvector Weaviate Pinecone
Hardware
Microcontrollers PIC Arduino ESP32
Education
Bachelor of Science in Electronic Engineering, Emphasis in Mechatronics
Universidad Nacional de Asunción (UNA), Paraguay
2020 - Present (Expected Graduation: 2025)
Macro-training in Artificial Intelligence
National Autonomous University of Mexico (UNAM) - Online Course
2022
Scientific Baccalaureate in Basic Sciences and Technologies
Dante Alighieri Italian School
2016 - 2018
Languages
🇪🇸 Spanish (Native)
🇺🇸 English (Advanced)
¿Pregúntame sobre mi trabajo?
AI
¡Hola! Soy tu asistente AI. Puedo responder preguntas sobre mi experiencia, proyectos, habilidades técnicas y más. ¿En qué puedo ayudarte?