I'm Carlos,
I design and deploy production-grade ML systems across diverse AI domains. From prototyping to scalable deployment, I build robust pipelines that transform cutting-edge research into reliable, real-world solutions.
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About Me
Senior Machine Learning Engineer
I build and deploy machine learning systems that solve real problems. I work across the entire ML pipeline: from prototyping models in TensorFlow and PyTorch to implementing them in production. My focus is on creating reliable, scalable AI solutions that work in the real world.
Name:
Carlos
Age:
27
Location:
México
Years of experience:
5 years
Phone:
+52 55-31311250
E-mail:
me@carlosbustamante.dev
Languages
-
Spanish
Native -
English
Fluent -
German
Intermediate
Key Skills
-
Problem Solving
-
Team Collaboration
-
Analytical Thinking
-
Effective Communication
Technical Skills
Python
6 years
TensorFlow
3 years
PyTorch
3 years
SQL
2 years
Azure
2 years
AWS
2 yearsOther Relevant Skills
Scikit-Learn, PySpark, Pandas, NumPy, Seaborn, Matplotlib, Plotly
My Certifications
Background
Education
August 2022 - June 2024
M.Sc. in Engineering Sciences
Tecnológico de Monterrey
- 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.
August 2017 - December 2021
B.Sc. in Mechatronics
Tecnológico de Monterrey
- Created a webpage to predict volcanic eruptions using machine learning algorithms, providing accurate predictions and a user-friendly interface with Flask.
- Implemented fuzzy control for a Furuta pendulum, demonstrating effective control strategies with MATLAB and 3D CAD software.
Experience
January 2026 - Present
Senior Machine Learning Engineer
Corteza AI
- 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 - January 2026
Machine Learning Engineer
Corteza AI
- 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
Adjunct Professor
Tecnológico de Monterrey
- Taught "Design and Development of Applications" (high school), guiding students on programming and electronics projects using the micro:bit platform.
February 2020 - June 2022
Data Analyst
Telus International
- Analyzed and annotated diverse digital content (video, text, geo-data) to improve training data quality for AI-driven search and recommendation models.
Portfolio
