Lina Huertas
Data Science Manager · AI / Machine Learning · Generative AI
lina.huertas.guativa@gmail.com
LinkedIn
Profile
Data Science Manager with a PhD in Physics and over 10 years of experience in
machine learning, large-scale data analysis, and AI-driven solutions. Proven track record
of delivering data products that improve efficiency, accuracy, and business decision-making.
Expert in predictive modeling, NLP, and generative AI, with strong experience bridging
business needs and technical implementation. Skilled at leading teams, mentoring talent,
and deploying scalable data science solutions into production environments.
Experience
Data Science Manager — Blend
May 2024 – Present
- Leading data science initiatives and AI-driven solutions.
- Driving adoption of machine learning and generative AI across projects.
- Managing teams and aligning technical solutions with business impact.
Data Science Consultant — Endava
Jan 2024 – Jun 2024
- Advised clients on data-driven strategies and AI adoption.
- Designed and implemented generative AI solutions.
- Bridged business needs with technical data science solutions.
Senior Data Scientist — Endava
May 2021 – Jan 2024
- Led development of machine learning models and analytics solutions.
- Mentored data scientists, analysts, and engineers.
- Integrated ML models into production systems.
- Worked with TensorFlow, PyTorch, and modern ML frameworks.
Data Scientist — Accenture
Nov 2018 – Apr 2021
- Developed forecasting models improving efficiency and productivity.
- Built dashboards and reports for business stakeholders.
- Implemented ETL pipelines and data processing systems.
Researcher — CERN
2014 – 2018
- Analyzed large-scale particle physics datasets.
- Developed statistical models and data processing pipelines.
- Published research and presented at international conferences.
Skills
Machine Learning
Generative AI
NLP
Deep Learning
TensorFlow
PyTorch
Data Analysis
Big Data
ETL Pipelines
Leadership
Education
PhD in Physics
Universidade do Estado do Rio de Janeiro
Postgraduate in Data Science
Universitat de Barcelona
Bachelor in Physics
Universidad de Nariño
Certifications
- AWS Certified Machine Learning – Specialty
- Deep Learning Specialization (Coursera)
- Ethical AI
Languages
- Spanish — Native
- English — Professional
- Portuguese — Fluent
- French — Intermediate