CV

Education

• [2017-2022] Mathematical Engineering, Universidad Técnica Federico Santa María, Chile.
• [2022-2023] M.S. computer science, Universidad Técnica Federico Santa María, Chile.

Work experience

• [2021-] Data Scientist.
  • Sura investments, I worked for Chile,Colombia, México, Perú and Uruguay.
  • Clients Analitycs, AI, recommender systems and machine learning.

Skills

• Innovative problem solving abilities
  • Team building abilities
  • Responsible and committed
  • Spoken communication skills

Conferences & Talks

Overcoming popularity bias in adversarial pairwise learning for fashion recommendations

Recsys 23 Singapore (online) & Yokohama 24 (online): Mario Mallea, Ricardo Ñanculef, Denis Parra

Enhancing intra-modal similarity in a cross-modal triplet loss

Oporto 2023: Mario Mallea, Ricardo Ñanculef, Mauricio Araya

Alternatives to Shallow Autoencoders for Collaborative Filtering

Bangkok 2025: Mario Mallea Àngela Nebot, Francisco Mugica

Las máquinas aprendieron a ver, pero para razonar requieren eficiencia

Tijuana 2025: Mario Mallea

Empirical Boundaries of Reservoir Computing for Few-Shot Sequence Pattern Tasks

Padova 2026: Mario Mallea, Àngela Nebot, Francisco Mugica