Jorge Luis Tapia Peñaloza
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Actuary / Data Scientist Sr
Mexico
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Jobs
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- HData ScientistHocelotJun 2021 - Current (4 years 3 months)- Use big data and information in real time to develop predictive models and solve business needs. Creation of Machine Learning models in order to solve credit problems, detect fraud, increase sales, etc.
- IData Scientist SrInsaiteNov 2018 - Jun 2021 (2 years 8 months)- I’m part of Insaite, the AI company that creates competitive advantage through artificial intelligence, so that the future means success for your business. As a data scientist participated in various projects such as smart segmentation. - Credit scoring models, computer vision, demand prediction, etc.
Data Science ConsultantManagement SolutionsSep 2018 - Nov 2018 (3 months)- Management of large volumes of data for decision making. Predictive models for prevention of credit and marketrisks. Validation of BDR and FRC engine information.
Education
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- Scrum Foundation ProfessionalBy CertiProf / IT ServiceMay 2020 - Jun 2020 (2 months)
- FActuaryFES Acatán - UnamJan 2012 - Dec 2017 (6 years)
Projects (professional or personal)
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- fDress UPfreelanceJan 2021 - Current (4 years 8 months)- Creation of an application made from generative neural networks that is capable of changing a person's clothes.
- fInventory ControlfreelanceJan 2020 - Dec 2020 (1 year)- Project that consisted of a model that can detect inventory in real time. This model was created by labeling images, cleaning images, training various models. - Finally keeping the model and architecture wirh the best performance.
- fCredit ScoringfreelanceJan 2019 - Dec 2019 (1 year)- Creation of a model capable of determining the score of a client and assess whether it is susceptible to give a credit.
- fPrediction of TimefreelanceJan 2018 - Dec 2018 (1 year)- Model capable of predicting change of status and arrival time of a shipment to improve the user experience and reduce cost.
- fCustomer SegmentationfreelanceJan 2018 - Jan 2019 (1 year 1 month)- Creation of a segmentation model capable of segmenting a group of clients and helping to better create marketingcampaings geared towards attracting leads and customer loyalty.
- fReal Time Defect InspectionfreelanceJan 2017 - Dec 2017 (1 year)- Creation of a computer vision model that allows to identify defects in real time to reduce risks in manufacturing.
- fProcess OptimizationfreelanceJan 2016 - Dec 2016 (1 year)- Construction of a Machine Learning model capable of generating recommendations in order to reduce product waste and optimize soybeans for the creation of oil.