About Me
About Me
Who I Am
I’m an Associate Energy Systems Analyst at Argonne National Laboratory, where I’m at the forefront of environmental sustainability, making substantial contributions to the next generation of the GREET model. I specialize in complex software development and modeling for life cycle assessment (LCA), utilizing my expertise in mathematics, sustainability, chemical process engineering, and software development.
My work bridges process systems engineering with machine learning to address chemical risk assessment, end-of-life management, and circular economy applications. I have a deep commitment to fostering efficient, agile development environments and promoting a culture of continuous improvement.
Skills & Expertise
Technical Skills
- Programming Languages: Python, JavaScript, FastAPI, Pandas, PySpark, SQLAlchemy
- Data Science & ML: TensorFlow, scikit-learn, Machine Learning, Data Engineering
- Web Technologies: Streamlit, HTML, CSS, Web Programming
- Databases: PostgreSQL, MySQL, MongoDB, DBeaver
- Cloud & DevOps: AWS (S3, RDS, Lambda, Glue), Terraform, Git, GitHub, MLflow, Prefect
- Specialized Tools: GREET Model Development, openLCA, Matrix-based LCA engines
Research Areas
- Process Systems Engineering for Environmental Sustainability
- Machine Learning and Data Science for Chemical Engineering
- Software Systems for Life Cycle Assessment
- Data Engineering for Regulatory Compliance
- Open Science and Software Development
Certifications
- DevOps Essentials Professional Certificate - DEPC®
- Introduction to Machine Learning in Production (MLOps Specialization)
- Python Streamlit
- Build a Backend REST API with Python & Django - Advanced
- Scalable Machine Learning on Big Data using Apache Spark
Education
Ph.D. in Chemical Science & Technology - Universidad de Salamanca, Spain (2019-2022)
- Summa Cum Laude Honor
- Focus: Environmental sustainability and chemical process engineering
M.Sc. in Materials and Processes Engineering - Universidad Nacional de Colombia (2016-2018)
- Summa Cum Laude Honor
- Research Group: Science & Technology of Materials
B.S. in Chemical Engineering - Universidad Nacional de Colombia (2010-2016)
- Outstanding academic performance with multiple tuition fee waivers
- Research focus: Calorimetry & Thermodynamics
Languages
- Spanish: Native (C2)
- English: Full Professional (B2+)
Selected Awards & Honors
- Summa Cum Laude Honor for Ph.D. Thesis (2022)
- Fundación Juan Pablo Gutiérrez Cáceres Scholarship for Master’s studies
- IX National Olympics of Thermodynamics, Advanced Category - Third Place
- Best Grade Point Averages in Chemical Engineering Program
- OEA-Iklox Scholarship from Organization of American States
Professional Service
- Journal Reviewer: Journal of Hazardous Materials, Resources Conservation & Recycling
- Chair/Co-Chair: Sustainability and Consumer Products Session, AIChE Annual Meeting
- Technical Blog Writer: Medium platform, sharing insights on technology and data science
Current Research Focus
I’m currently leading the development of next-generation GREET life-cycle analysis software, serving as technical bridge between LCA analysts and software developers. My research has resulted in 10+ peer-reviewed publications in top-tier journals and I’ve contributed to major environmental assessment tools used by the U.S. EPA.
Let’s Connect
I’m always interested in collaborating on sustainability research, software development projects, or discussing innovations in environmental assessment. Feel free to reach out through any of the social links or send me an email!