📍 Location: Estado de México, Mexico
📧 Email: me@carlosbustamante.dev
📱 Phone: (+52) 55-31311250
🔗 Links: Portfolio | LinkedIn
September 2024 - Present (Remote)
- Architect and manage scalable AI infrastructure on AWS using Terraform and Kubernetes, overseeing critical services like EKS, ECR, S3, and EC2 Image Builder to ensure production stability.
September 2024 - Present (Remote)
- Led the end-to-end fine-tuning pipeline for internal LLMs, managing the process from codebase/documentation scraping to dataset creation and model training.
- Developed optimized inference scripts for diverse models (object detection, diffusers, LLMs) and integrated third-party APIs (OpenAI, Anthropic) for generative tasks.
January 2024 - June 2024 (Estado de México, México)
- Taught "Design and Development of Applications" (high school), guiding students on programming and electronics projects using the micro:bit platform.
February 2020 - June 2022 (Remote)
- Analyzed and annotated diverse digital content (video, text, geo-data) to improve training data quality for AI-driven search and recommendation models.
Tecnológico de Monterrey (August 2022 - June 2024)
- Developed a neural network-based interface for lab practices, leveraging real-time feedback to enhance learning efficiency.
- Published research on an educational tool applying data-driven control methods to non-linear systems using TensorFlow and Arduino.
- AWS Certified Generative AI Developer - Professional (Issued February 2026)
- AWS Certified Machine Learning Engineer Associate (Issued September 2024)
- AWS Certified Solutions Architect Associate (Issued August 2024)
- Microsoft Certified: Azure Data Scientist Associate (Issued July 2024)
- TensorFlow Developer Certificate (Issued August 2023)
