Francisco A. Erazo
Data Science & AI
I turn complex ideas into insights and solutions. On the side, I automate processes to make life easier.
CONNECT
CURRENTLY
Studying Data Science @ GU-Chalmers
Final semester of the program. Researching AI-based solutions for ternary complex formation @ AI Lab for Molecular Engineering
Data Analyst @ Essity
PAST LIFE
MSc in Data Analytics @ Lund University
Paper: Classification of Premium and Non-Premium Products using XGBoost and Logistic Regression.
Supervised by Tetra Pak & Lund University
Corporate Credit Assistant Manager @ Produbanco
Started as a Corporate Credit Analyst. Created a dashboard to monitor credit risk and improve decision-making during the pandemic.
Mergers & Acquisitions Analyst @ Ernst & Young
Led a financial due diligence for an US-based company looking for a stake in a Ecuadorian healthcare company.
PROJECTS
Identifying Nearby Molecules through ECFP4 Fingerprint Bit Flipping
Explored the generation of structurally similar molecules from five COX-2 inhibitors using MolForge transformer.
Supervised by AstraZeneca & GU-Chalmers
A Comparative Study of Image Super-Resolution Models: VDSR, RCAN and ESRGAN
Analyzed three image super-resolution models on standard benchmarks and a custom Pokémon dataset. Created a web app to engage the audience.
Final project of the course "Deep Machine Learning" @ GU-Chalmers