Leonardo Torres Cerdan Email & Phone Number

Peru

➤ Utilized Large Language Models and Generative AI to implement solutions that assist users in generating compelling text for their product listings, including titles, descriptions, and metatags, optimizing their SEO.➤ Developed a recommendation system aimed at boosting user sales by suggesting similar products to their customers. The system utilized product categories, names, and descriptions to make accurate inferences.➤ Developed and implemented a Fraud Detection Model to support the finance analysts, reducing manual screenings by 50%, and reducing the friction on the operation costs.➤ Developed an ML algorithm to identify illicit products in users' stores, reducing manual validations by 30% on the ads requests operations. The model analyzed the product image and text content to make inferences.➤ Implemented, on each project, MLOps pipelines for training, deploying, monitoring, and maintaining models at scale. Delivering APIs in a microservice infrastructure that integrates into the backend operations.

Remote

➤ Collaborated with the data science bootcamp team to support and guide the students during their programming classes. Experience teaching in LATAM, Canada, and the USA.

➤ Developed an AI-powered customer support chatbot aimed at minimizing operational costs. Leveraged a vector database to efficiently store company documentation and seamlessly integrated it with the OpenAI GPT chat model.➤ Collaborated with Peopl, a healthcare startup, to facilitate their database migration, designed and implemented a comprehensive dashboard to monitor key performance indicators (KPIs), and developed a robust segmentation model for targeted call-to-action campaigns with their user base.

Edmonton, Alberta, Canadá

➤ Emerging Leaders in the Americas Program (ELAP) scholarship funded by the Government of Canada.➤ Developed algorithms to optimize the control of the prosthetic hand and obtain 3 different grasp patterns.➤ Generated an approved REB application to conduct hand assessment on 40 individuals, gathering data to identify the relationship between hand biomechanics and prosthetic hands.➤ Developed a prototype for the myoelectric prosthetic hand, reducing the cost of production by 80% and the weight by 60% compared to traditional ways.

Lima, Perú

➤ Collaborated with senior management, nurses, and physicians during the design of a business-related solution using AI techniques on healthcare data to implement in an automated healthcare triage kiosk.➤ Developed ML models using Computer Vision and Signal Processing to make inferences on temperature and beats per minute (BPM).➤ Implemented a Facial Recognition Model to optimize the patient's registration process, reducing that operation by 70%.➤ Conducted a pilot study with a sample of 100+ workers during the validation of the machine which achieved an average error of less than 5% in the metrics, and a reduction of evaluation time by 80%.

Data Science Bootcamp, Data Science, #705 Data Part-Time

Bioengineering

Engenharia Eletrônica, Exchange Student Program 2019-1

During mi semester at UFSC, I chose elective courses focused on biomedical engineering, such as biomedical instrumentation or advanced.