Brian Salamanca

Brian Salamanca

About

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Lead Data Analyst at Laika Mascotas
Bogotá, Bogota, Colombia

Contact Brian regarding: 
work
Full-time jobs
Starting at USD3k/month
Flexible work
Starting at USD20/hour

Timeline


work
Job
school
Education

Résumé


Jobs verified_user 0% verified
  • Laika Mascotas
    Lead Data Analyst
    Laika Mascotas
    Sep 2023 - Current (2 years 10 months)
    - I lead a data analysts' team responsible for developing business intelligence analyses, implementing machine learning techniques and mathematical models, and dynamically visualizing data within Laika's operational area.
  • Universidad del Rosario
    Teacher in Continuing Education and Consulting
    Universidad del Rosario
    Sep 2022 - Jan 2023 (5 months)
    - I instructed the 'Basic Python' course, which I taught fundamental programming concepts using Python with hands-on experience, enabling of my students to grasp the core concepts effectively. - I fostered a supportive learning environment, encouraging student engagement and a deeper understanding of Python's applications in various fields.
  • Laika Mascotas
    Senior Data Scientist
    Laika Mascotas
    Jul 2022 - Sep 2023 (1 year 3 months)
    - I developed and successful implemented of advanced analytics models. - Applying artificial intelligence to optimize route allocation for efficient order deliveries to customers. - Implementing dynamic pricing strategies for delivery payments, leading to significant cost-effectiveness improvements
  • Laika Mascotas
    Data Scientist
    Laika Mascotas
    Feb 2022 - Jul 2022 (6 months)
    - I developed and implemented of advanced analytics models. - Identifying optimal geographical locations for new warehousing facilities to support company expansion. - Building dynamic pricing algorithms for Laika's products, considering competitor prices, demand elasticity, and inventory levels to optimize pricing strategies
  • UNDP Colombia
    Data visualization consultant
    UNDP Colombia
    Sep 2021 - Jan 2022 (5 months)
    I developed visualizations of data associated with rural development projects carried out by UNDP in PDET municipalities.
  • iMMAP
    Information analysis expert in SAN iMMAP
    iMMAP
    Sep 2021 - Feb 2022 (6 months)
    - I prepared information products on the conditions of food security, nutritional care and livelihoods of the vulnerable migrant population in Colombia.
  • iMMAP
    Data analysis expert
    iMMAP
    May 2021 - Sep 2021 (5 months)
    I developed a statistical model to forecast the number of migrant population coming from Venezuela for 2022.
  • C
    Data Scientist
    Comisión para el Esclarecimiento de la Verdad
    Mar 2021 - Dec 2021 (10 months)
    I designed and implemented statistical models to estimate occurrences related to the armed conflict in Colombia. Additionally, I had conducted data visualizations to depict the impact on victims affected by the Colombian armed conflict
  • B
    Consultant
    BlueCrest Capital Management
    Jan 2021 - Mar 2021 (3 months)
    I designed and developed algorithms for data extraction and storage of Colombian price indicators: IPC, IPP and SIPSA
  • DANE
    Economic analyst
    DANE
    Aug 2020 - Sep 2021 (1 year 2 months)
    I developed an economic classification model for production units and provided support in the construction of the methodological framework for the 2023 Economic Census. Furthermore, I had participated in the construction of the 2022 Multidimensional Index of Business Informality (IMEI).
  • C
    Data Viewer
    Comisión para el Esclarecimiento de la Verdad
    Jul 2020 - Mar 2021 (9 months)
    I designed and developmented of data visualizations that focus on various aspects related to the armed conflict in Colombia, including victims, peace processes in the territories, social dialogues, and migration
  • Universidad Nacional de Colombia
    Research
    Universidad Nacional de Colombia
    Feb 2020 - Aug 2020 (7 months)
    I estimated the municipal economic accounts of 52 municipalities of Cundinamarca and Bogotá, and build regional input-output matrices for Colombia
  • UNDP Colombia
    Data analysis consultant
    UNDP Colombia
    Oct 2019 - Jun 2020 (9 months)
    I developed an index of digitization of human capital, which allows knowing the technological capabilities of workers in each economic sector
  • Universidad Nacional de Colombia
    Teacher
    Universidad Nacional de Colombia
    Aug 2019 - Aug 2020 (1 year 1 month)
    I taught in the course "Introduction to Machine Learning for economists" different data modeling techniques in machine learning
  • Universidad Nacional de Colombia
    Research assistant
    Universidad Nacional de Colombia
    Feb 2019 - Jul 2019 (6 months)
    I designed and developed an adaptive AI model to simulate and evaluate policy impacts on public transport services in Bogotá, including Uber, Transmilenio, and Taxis
  • Banco de Bogotá
    Data Scientist
    Banco de Bogotá
    Nov 2018 - May 2019 (7 months)
    I developed credit risk models for various types of clients and participated in the maintenance of a payment delinquency alert model developed by McKinsey.
  • National Planning Department
    Data scientific (Junior)
    National Planning Department
    Jan 2018 - Dec 2018 (1 year)
    I developed statistical models that estimate the business size of companies contracted with the State, the collaboration between eCommerce platforms
  • M
    Data Analyst
    Ministry of Commerce, Industry and Tourism
    Feb 2017 - Dec 2017 (11 months)
    I analyzed the flow of foreign trade and foreign direct investment in Colombia, and develop a general equilibrium model to estimate the optimal exchange rate and trade balance deficit
Education verified_user 0% verified
  • Deeplearning.ai
    Deep Learning Specialization
    Deeplearning.ai
    Sep 2023
  • Universidad Nacional de Colombia
    Magister, Applied mathematics
    Universidad Nacional de Colombia
    Aug 2022 - Current (3 years 11 months)
  • Correlation One
    Data Science 4 All
    Correlation One
    Dec 2019
  • Universidad Nacional de Colombia
    Economist
    Universidad Nacional de Colombia
    Jan 2011 - Jan 2016 (5 years 1 month)