Hernan Espinosa

Hernan Espinosa

Assistant Professor

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location of Hernan EspinosaMelbourne, Victoria, Australia

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  • Timeline

  • About me

    Digital Project Manager and UX Designer at Atmo Biosciences | Ph.D., UX Design for Machine Learning

  • Education

    • RMIT University

      2018 - 2022
      Doctor of Philosophy - PhD Digital Communication and Media/Multimedia

      I explored the use of machine learning and recommendation systems as design materials that can be used to support and bolster user experience. My research builds upon the disciplines of cognitive science and human-computer interaction, machine learning and game design to build a practice-led examination of the possibilities of recommendation systems to encourage positive long-term engagement, habit building and goal reflection around interactive products.Doctoral Research Project:… Show more I explored the use of machine learning and recommendation systems as design materials that can be used to support and bolster user experience. My research builds upon the disciplines of cognitive science and human-computer interaction, machine learning and game design to build a practice-led examination of the possibilities of recommendation systems to encourage positive long-term engagement, habit building and goal reflection around interactive products.Doctoral Research Project: Encouraging Play Experience Expansion Through Machine-Learning-Based Recommendations: User-Experience Design considerations in the use of Recommendation System Show less

    • Universidad de Los Andes

      2004 - 2008
      Bachelor of Arts - BA Music and Audio Production
    • Universidad de los Andes (CL)

      2009 - 2010
      Master of Arts - MA Screenwriting and audiovisual development
  • Experience

    • Universidad de La Sabana

      Jul 2012 - Jan 2018
      Assistant Professor

      I led the research project 'Cultural Transductions Universals and Lacunae: An International Contra-flow Study,' examining the flow of audiovisual products between cultural markets. This project significantly contributed to the rise in national rankings for the 'Audiovisual Culture' research group.As a lecturer and researcher, I played a key role in positioning the Audiovisual and Multimedia Communication Program as one of the top communication programs in Colombia. I designed and taught courses in video game and interactive product design, transmedia product development, cultural product flows and counterflows, and sound editing.As the Director of Internationalization for the faculty, I promoted the internationalization of the program. I also supported the national and international accreditation processes for the Faculty of Communication, the university, and its undergraduate programs. Show less

    • RMIT University

      Jul 2019 - Dec 2022

      As a researcher, I designed and executed the research project "Encouraging play experience expansion with machine-learning-based recommendation systems: user-experience design considerations in the use of recommendation system". This project delved into the realm of Explainable Artificial Intelligence and Personal Informatics, examining their applicability in shaping interface and experience design for machine-learning-based recommender systems.Within the scope of this research project, I achieved the following notable milestones: - Secured substantial funding exceeding $100,000 AUD to propel the project forward.- Devised a sophisticated recommendation system tailored to train video game enthusiasts.- Pioneered the integration of machine learning techniques to fortify the underlying framework of the recommender system using Python. This was executed alongside the development of a user-friendly graphical interface.- Effectively disseminated the outcomes of the research by publishing and presenting the results to key stakeholders and academic peers. Show less

      • PHD Candidate

        Feb 2018 - Dec 2022
      • Seasonal Tutor

        Jul 2019 - Jun 2022
    • Universidad Externado de Colombia

      Feb 2021 - May 2021
      Seasonal Lecturer

      I designed, facilitated, and coordinated the 'Introduction to Code' course for the Master's program in 'Creative Communication and Emerging Media.' This course introduces communication students to the principles of programming and web technologies, putting what they've learned into practice with Python, HTML, CSS, and JavaScript.

    • Atmo Biosciences

      May 2022 - now

      Contributed to the development and regulatory submission (510K) to the FDA for marketing in the US of the company’s main product by:- Defined a clear product vision and requirements leveraging rigorous risk analysis.- Devised and executed a robust cybersecurity and privacy strategy, ensuring alignment with stringent regulatory standards- Designed a product interface leveraging risk analysis and Human Factors Engineering techniques.- Devised and executed a robust cybersecurity and privacy strategy, ensuring our product complied with the FDA regulatory standards.- Duplicated the number of on time releases delivered on time.- Implemented effective Agile methodologies, enabling real-time progress monitoring.- Worked closely with the product owner developing product story maps, user and competition research plans and product strategy and road maps.As a designer, I redesigned the interface of our product's web and mobile applications, integral components of the commercial system aimed at aiding the diagnosis of gastroenterological disorders.My approach included:- User research & Competitive Audits- User Personas development- Story Mapping- Use Case & User Journeys- Low & High Fidelity wireframes- Design System Development- Outlining the Product's Information Architecture- Prototyping - Usability testings- Design hand-off for documentation & development Show less

      • Digital Project Manager and Designer

        Jan 2023 - now
      • Software Developer

        May 2022 - Dec 2022
  • Licenses & Certifications