Alexandra Binder Email & Phone Number

Buenos Aires Province, Argentina

Montevideo, Uruguay

Data scientist at MarvikAs a Data Scientist at Marvik, I have successfully managed complex projects in the fashion industry, working with external clients on size recommendation and personal outfit recommendations.Key responsabilities:- Collaboration with external clients to understand their needs and requirements- Development of multiple modules and API structures to implement a recommendation system- Conduction of data analysis, labeling, and preprocessing tasks to generate models using PyTorch- Conduction of AI research to develop garment attribute extraction algorithms- Collaboration with cross-functional teams to integrate the recommendation system into the company's products- Staying up-to-date with the latest developments in the field of data science and AI to continuously improve the recommendation system.Working at Marvik has been an incredible experience that has allowed me to learn and apply a wide range of skills in a challenging and dynamic environment.

Remote

7-month residency project focusing on Machine Learning and AI for business applications using real data.- Designed and implemented various machine learning models for NLP, time series analysis, fake audio detection, voice cloning, deep learning, and computer vision using Python and its associated modules- Achieved success metrics based on industry-standard quantitative measurements such as accuracy score, F1 score, and K-fold cross-validation- Gained insight into data analysis techniques such as supervised and unsupervised machine learning, algorithm selection, feature selection, and feature engineering with the help of an industry expert mentorProjects:- Developed a robust machine learning system to predict customer conversion to loan campaign programs for a small start-up call center in the European banking market using a dataset with 40,000 observations- Built an automated machine learning model that returns high-value candidates for a talent sourcing and management company- Implemented data-driven business insights and recommendations to increase the success of a bank's marketing campaign- Identified important features influencing customers' decisions to commit- Identified the state of book pages as flip or not flip using a torch vision classification model

Buenos Aires, Provincia De Buenos Aires, Argentina

As a part of the Artificial Intelligence Health Program (PIASHIBA) in the Health Informatics Department at the Hospital Italiano de Buenos Aires, I focused on incorporating AI into clinical workflows. Key responsabilities:- Worked jointly with doctors and residents to understand their needs and the real capabilities for solving those needs.- Developed Deep Learning models for Decision Support in diagnosis using medical images.- Developed a breast cancer detection model using YOLO algorithm as an object detection model for breast nodules and calcifications detection.- Developed a chest x-ray classification algorithm to identify good quality images for AI models to follow.- Utilized tools such as TensorFlow, Keras, and PyTorch to develop these models.- Conducted data preprocessing to ensure accurate and reliable results.- Deployed developed models into production environments, generating APIs for model communication and database integration.- Followed the correct ethical process by adhering to HIPAA standards.Through my work at PIASHIBA, I gained experience in collaborating with medical professionals to develop AI solutions that meet their needs while adhering to ethical standards. This experience also allowed me to develop strong technical skills in deep learning, data preprocessing, and programming with Python.

Buenos Aires, Provincia De Buenos Aires, Argentina

Bioengineering Intern at Sanatorio Mater DeiAs a bioengineering intern at Sanatorio Mater Dei, I gained valuable experience in preventive maintenance of a wide range of electromedical equipment, including scales, gas panels, blood pressure monitors, oximeters, multiparametric monitors, electrocardiographs, incubators, anaesthesia tables, operating tables, various operating room equipment, and more.Key responsibilities:- Conducted regular preventive maintenance on the electromedical equipment to ensure optimal performance and prevent breakdowns, minimizing downtime and reducing repair costs.- Diagnosed and troubleshooted technical issues as they arose, collaborating with other members of the bioengineering team to develop effective solutions.- Participated in the acquisition and installation of new equipment, providing technical expertise and guidance to ensure proper setup and configuration.- Maintained detailed records of all maintenance activities, documenting equipment status and any issues or repairs performed.Through my work as a bioengineering intern, I developed a deep understanding of electromedical equipment and gained hands-on experience in preventive maintenance, troubleshooting, and repair, providing a solid foundation for my future career in the field.

Caba, Argentina

Bioengineer at the Bioengineering Service of Carlos G. Durand Acute General Hospital, responsible for managing medical equipment and supplies.Key responsibilities:- Oversaw the management of medical equipment and supplies at the hospital, ensuring that they were functioning optimally and efficiently.- Coordinated the acquisition and repair of medical equipment and supplies, working closely with vendors and suppliers to ensure timely delivery and quality control.- Monitored the repairs and maintenance carried out by outsourced companies, ensuring that they met the hospital's standards for safety and quality.- Performed shifts during weekends and holidays to address any issues related to the COVID-19 pandemic, demonstrating a commitment to supporting the hospital's response efforts during a challenging time.Through my work as a bioengineer, I gained valuable experience in managing medical equipment and supplies in a hospital setting, as well as developing strong organizational, communication, and problem-solving skills.

Gran Buenos Aires, Argentina

Titular Robotics and Programming Teacher for Children Ages 6-17.After serving as an auxiliary robotics and programming teacher, I was promoted to titular teacher, taking on greater responsibility for developing and delivering engaging and effective educational content to young learners.Key responsibilities:- Developed and issued educational content for courses in programming and robotics, ensuring that each lesson was tailored to the needs and abilities of the students.- Supervised classes to guarantee students a safe and productive environment for learning, monitoring progress and providing feedback to help each student achieve their full potential.- Provided personalized attention to each student by encouraging interactive learning, fostering a sense of curiosity and creativity, and facilitating peer-to-peer collaboration and problem-solving.- Planned and implemented educational activities, including projects and competitions, to keep students engaged and motivated.- Utilized a range of courses and kits, including "Programming and Robotic Intelligence" and "Initiation in Robotics" with LEGO Mindstorms EV3 and LEGO WeDo kits, as well as "Videogame programming" with Pilas y Bloques and Scratch software.Through my work as a titular robotics and programming teacher, I gained invaluable experience in curriculum development, classroom management, and pedagogy, while also helping to inspire and empower the next generation of innovators.

Greater Buenos Aires

Auxiliary Robotics and Programming Teacher for Children Ages 6-17.As an auxiliary robotics and programming teacher, I had the opportunity to support and assist lead instructors in introducing young learners to the exciting world of technology and inspiring them to pursue their interests in STEM.Key responsibilities:- Assisted lead instructors in teaching children between the ages of 6 and 17 in the fundamentals of programming and robotics, using engaging curriculum and hands-on learning activities.- Utilized LEGO Mindstorms EV3 and LEGO WeDo kits to support courses on "Programming and Robotic Intelligence" and "Initiation in Robotics," respectively.- Fostered a positive and supportive learning environment, helping students to develop critical thinking, problem-solving, and teamwork skills.- Maintained open communication with parents and guardians, providing regular progress updates and feedback to ensure that each student was receiving the best possible learning experience.Through my work as an auxiliary robotics and programming teacher, I gained valuable experience in curriculum development, classroom management, and pedagogy, while also supporting the efforts of lead instructors to inspire and empower the next generation of innovators.

Aspen, Co, Eeuu

Front Desk Attendant at Bear Cave, a ski school for 3 and 4-year-olds.Key responsibilities:- Delivered exceptional guest service, greeting visitors warmly and responding to inquiries in a friendly and professional manner.- Managed ticket sales and reservations, utilizing computer terminals, printers, and credit card terminals to complete transactions accurately and efficiently.- Maintained accurate and organized records of daily sales, ensuring that all documentation was complete and neat.- Collaborated with ski instructors and other staff members to provide a seamless and enjoyable experience for guests, demonstrating a commitment to teamwork and customer satisfaction.Through my work as a front desk attendant, I developed strong communication, organizational, and customer service skills, as well as a keen attention to detail and a commitment to delivering high-quality work. I am proud to have been part of a team that provided a fun and safe environment for young skiers to learn and grow.

Data Science, Computer Programming

- Analyze, extract, clean, combine and visualize data for analysis. - Identify, develop and evaluate different Machine Learning problems.

Biomedical Engineering, Biomedical/Medical Engineering

The first two years (2014-2015) were held at Favaloro University

Bilingual Baccalaureate With Social Sciences Orientation

Activities and Societies: Flag escort, Youth Congress, MiNu (United Nations International Model)