Brian Salamanca Lead Data Analyst at 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.

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.

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

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

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.

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.

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.

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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

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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

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).

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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

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

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

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

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

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.

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

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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

Brian Salamanca

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