Daniel Fernando Cantor Báez

Daniel Fernando Cantor Báez  new_releases

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Industrial Engineer/Data Scientist
Bogota D.C., Colombia
Contact Daniel regarding: 
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Full-time jobs
Starting at USD1K/month
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Internships
Starting at USD500/month
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Résumé

Jobs verified_user 0% verified
  • I
    Startup and Innovation Program Intern (Tech and Operations) public Remote experience
    InsurTech Hub Munich
    Aug 2022 - Dec 2022 (5 months)
    - Supported the Founders’ team in startup scouting, performance measurement, and data governance, with an increase of 55% in user scouting response through the implementation of A/B testing experiments in websites and copywrite formats. - Designed and implemented the automation of an internal tool that helps track all collaborations between 100+ startups and 27+ corporate partners, using consulting communication and product management techniques with tools like VBA, Excel & Monday.com - Spearheaded the BI process on the feedback around the NXT:Customer Innovation Program, using technologies like GPT-3 and Python to automate and speed up the process up to 85%.
  • A
    Business Intelligence Leader - Product Analytics public Remote experience
    Alegra Soluciones SAS
    Dec 2021 - Mar 2022 (4 months)
    - Lead the creation of the product analytics framework, conducting focus and co-creation groups with 15+ Product Owners/Managers - Defined main pain points, successfully validating the problem and initial prototypes, resulting in a 64% increase in internal product data-driven decisions. - Built the data strategy for product management using AWS S3/DynamoDB, Redshift SQL, Segment, Google Data Studio, and HubSpot in 6 Fintech products - Headed the data architecture redesign to centralize event tracking, user profiling, and user journey research in 3 products with 100+ different events.
  • M
    Tech Fellow public Remote experience
    Marathon Ventures
    Jul 2021 - Sep 2021 (3 months)
    - Executed the design of an analytics product that seeks to predict founder and team success in 30+ startups in Latam. - Engineered the creation of an investment analytics product for this early-stage VC in Colombia, in a pre-seed and seed fund of USD 125M. - Devised a framework for understanding the main trends in startups and business models worldwide, using data from more than 5000 startups. Development of an information system prototype for finding trend opportunities in Venture Investments.
  • Ernst & Young
    Data & Analytics Intern
    Ernst & Young
    Jan 2021 - Jul 2021 (7 months)
    - Lead EY’s track conference in 2021 Analytics Forum from the Analytics Master’s degree in Los Andes University, with 400+ attendants. - Developed analytical models for clients in the Colombian State, using Geospatial Analysis techniques, ML, and Time-Series Analysis on GCP and Big Data. - Supported Data Governance projects through Data Gov modeling and DAMA framework application. - Achieved the implementation of the PMP framework in project management activities inside the Technology Consulting Line.
  • Fiverr
    Data & Analytics Freelancing
    Fiverr
    Mar 2020 - Current (6 years 2 months)
    - Designed data structures for bringing stream data stored in a PostgreSQL database inside R. - Implemented an interactive data visualization solution using heatmaps, with Shiny, shinydashboard, ggplot2, inside R. - Designed an Absorbent Markov Chain Model for describing how students interact with MOOCs based on real Coursera datasets. - Designed multiple dashboards with cloud data connections, with further deployment on shinyapps.io - Helped develop models in Bayesian Statistics and Stochastic Models. - Implemented interactive data visualization using maps and external data sources.
  • Fratco Colombia
    General Operator Manager
    Fratco Colombia
    Jul 2019 - Jan 2021 (1 year 7 months)
  • Universidad de los Andes
    Teaching Assistant (Systemic Thinking in Organizations, Investment Decision Analysis, Differential Calculus)
    Universidad de los Andes
    Aug 2018 - Dec 2020 (2 years 5 months)
    - Evaluated and designed diverse activities, including exams, workshops, and projects using ABET framework. - Assessed student groups in applied industry projects in finance and organizational theory and strategy. - Taught several complementary classes to reinforce class-acquired concepts in strategy and systems thinking.
Education verified_user 0% verified
  • Universidad de los Andes
    Ingeniería Industrial
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)
  • Universidad de los Andes
    Opción en Gestión de las Artes y la Cultura
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)
  • Universidad de los Andes
    Opción en Music Business
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)
  • Universidad de los Andes
    Opción en Cultura Musical
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)
  • Universidad de los Andes
    Opción en Técnicas de Grabación
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)
Projects (professional or personal) verified_user 0% verified
  • M
    FreshBox
    MIT StartLabs
    Apr 2021 - Current (5 years 1 month)
    - 3rd Place - Developing the UI prototype for the project.
  • X
    Milk farms monitoring app
    X
    Apr 2021 - Current (5 years 1 month)
    - Developing data pipelines and SQL authentication queries in Microsoft Azure for an AgroTech project with US-based startup Solver Global.
  • S
    HomeFocus
    START Hack
    Mar 2021
    - Member of the Hackathon team composed of a Colombian Dev, A Belgian Dev, and a German PMO. In charge of UX and Design
  • Ernst & Young
    Modelo de riesgo actuarial SIGRA
    Ernst & Young
    Mar 2021 - Jul 2021 (5 months)
    - Cleaning the databases provided by CHIRPS and IDEAM. - Developing an automation algorithm for generating SPI index. - Making statistical analysis and comparison towards obtained data and generate raster maps around this new data. - Aiding in the cloud deployment and GIS raster generation of Evapotranspiration indexes and raster maps. - Finding climatological cycles using Fourier Analysis.
  • H
    Helctic Studios
    Helctic Studios
    Jan 2021 - Jan 2022 (1 year 1 month)
    - Lead a team towards the foundation of a Marketing Analytics and Web Dev Agency. - Assessed a client with brand strategy and website launch, with a result of 70% sales increments in a span of two months.
  • Fiverr
    Live Crop Monitoring and Visualization
    Fiverr
    Dec 2020 - Jan 2021 (2 months)
    - Designed data structures for bringing stream data stored in a PostgreSQL database inside R. - Implemented an interactive data visualization solution using heatmaps, with Shiny, shinydashboard, ggplot2, inside R.
  • Fiverr
    Markov Chain Modeling for MOOC Students Behavior
    Fiverr
    Jul 2020
    - Designed an Absorbent Markov Chain Model for describing how students interact with MOOCs based on real Coursera datasets. - Implemented the model in R, using libraries like markovchain, dplyr, ggplot2, etc.
Awards verified_user 0% verified
  • Icfes
    Top Score in Industrial Engineering Saber Pro 2021
    Icfes
    Jan 2023 - Current (3 years 4 months)
  • Adecco Group
    CEO for One Month Finalist Colombia/Ecuador
    Adecco Group
    May 2021
  • Hult Prize
    Hult Prize On Campus Uniandes Finalist
    Hult Prize
    Jul 2018
  • Universidad de los Andes
    Quiero Estudiar Escala Scholarship
    Universidad de los Andes
    Jan 2018 - Current (8 years 4 months)