Diana Catalina Solano Beltrán

Diana Catalina Solano Beltrán  new_releases

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Machine learning engineer, data scientist, systems and computing engineer & industrial engineer.
Bogota D.C., Colombia

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Résumé


Jobs verified_user 34% verified
  • Nubank
    Senior Data Scientist public Remote experience
    Nubank
    May 2022 - Jan 2024 (1 year 9 months)
    Developed customer management machine learning models at NuBank, optimizing credit line decisions through precise predictions of customer default probability. Employed machine learning techniques to enhance risk assessments and strategically shape credit management, setting a benchmark for predictive modeling within the organization.
  • Rappi
    Engineering lead ML & Operations research
    Rappi
    Nov 2021 - May 2022 (7 months)
    Championed a high-performing team as Engineering Lead for ML & Operations Research at Rappi, overseeing the development of algorithms for order assignment and routing of delivery couriers. Led the charge in optimizing delivery logistics by orchestrating multiple experiments, resulting in substantial improvements in delivery couriers' productivity.
  • Rappi
    Data scientist - Machine learning engineer
    Rappi
    Jun 2019 - Nov 2021 (2 years 6 months)
    Developed multiple ML models in order to reduce average time in store of delivery couriers, optimize routes and increase their productivity .
  • Davivienda
    Data analyst
    Davivienda
    Feb 2019 - May 2019 (4 months)
    Ideated and built a customer complaints analyzer in R, characterizing 90% of the complaints using different text mining techniques.
  • P
    Software engineer verified_user Verified experience
    Polyglot SAS
    Nov 2018 - Jan 2019 (3 months)
    Created a platform for the management of an emergency unit. It includes an alert system and a dashboard with the waiting times.
  • Universidad de los Andes
    Graduate teaching assistant for the course “Stochastic models” verified_user Verified experience
    Universidad de los Andes
    Aug 2018 - Dec 2018 (5 months)
Education verified_user 20% verified
  • Universidad de los Andes
    M.Sc. in Industrial Engineering - Operations research
    Universidad de los Andes
    Aug 2018 - Dec 2019 (1 year 5 months)
  • Stanford University
    University Innovation Fellow Scholarship
    Stanford University
    Jan 2017 - Jan 2018 (1 year 1 month)
    Innovation Fellow Scholarship
  • Universidad de los Andes
    B.S. in Systems and Computing Engineering verified_user Verified experience
    Universidad de los Andes
    Jan 2013 - Jul 2018 (5 years 7 months)
  • Universidad de los Andes
    B.S. in Industrial Engineering with minor in Economics
    Universidad de los Andes
    Jan 2013 - Jul 2018 (5 years 7 months)
Projects verified_user 0% verified
  • Universidad de los Andes
    Undergraduate teaching assistant for the course "Business Intelligence"
    Universidad de los Andes
    I was undergraduate teaching assistant for the courses: Business Intelligence, Stochastic Models, Object-Oriented Programming , Data Structures, IT in Organizations, Logic.
Awards verified_user 100% verified
  • Universidad de los Andes
    Winner at Hackaton: “B​luehack Free Steps Against Human Trafficking”​ 2018. ​Organized by the UN, UNODC and IBM. verified_user Verified experience
    Universidad de los Andes
    Sep 2018
    - Idea, Development of a hybrid application, Data analysis, Pitch
Publications verified_user 50% verified
  • M
    Medication adherence improvement on Rheumatoid Arthritis patients based on past medical records verified_user Verified experience
    May 2018
    A medical information system that takes as input a collection of medical records and generalizes the temporal sequence effective variables that determine the most suitable drugs for Arthritis patients using RNN and LSTM.