Leonardo Torres Cerdan work email
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Leonardo Torres Cerdan personal email
I'm a passionate Machine Learning Engineer with expertise in MLOps, data science, and AI. I have a strong track record of developing impactful solutions, including recommendation systems, fraud detection models, and AI-powered chatbots. I thrive in implementing efficient MLOps pipelines and have experience in teaching data science. Let's connect and discuss how I can contribute to your organization
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Ai And Ml Software EngineerHypelabPeru -
Ml Software EngineerHypelab May 2024 - Present -
Machine Learning EngineerSumer Jun 2022 - May 2024➤ 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. -
Data Science TeacherLe Wagon Apr 2022 - Apr 2024Remote➤ 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. -
Machine Learning ConsultantProfesional Independiente Feb 2023 - Feb 2024➤ 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.
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Research Assistant InternUniversity Of Alberta Jan 2022 - May 2022Edmonton, 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. -
Machine Learning EngineerWork & Health Sep 2020 - Dec 2021Lima, 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%.
Leonardo Torres Cerdan Education Details
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Bioengineering -
Exchange Student Program 2019-1
Frequently Asked Questions about Leonardo Torres Cerdan
What company does Leonardo Torres Cerdan work for?
Leonardo Torres Cerdan works for Hypelab
What is Leonardo Torres Cerdan's role at the current company?
Leonardo Torres Cerdan's current role is AI and ML Software Engineer.
What is Leonardo Torres Cerdan's email address?
Leonardo Torres Cerdan's email address is le****@****lab.com
What schools did Leonardo Torres Cerdan attend?
Leonardo Torres Cerdan attended Le Wagon, Universidad De Ingeniería & Tecnología - Utec, Universidade Federal De Santa Catarina.
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