David Paredes Bravo

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Machine Learning Engineer

Mission Cloud Services Inc.

May 2024 - Current (1 year 1 month)

• Design, develop, and deploy Machine Learning and generative AI solutions that demonstrate high performance and efficiency in solving complex problems. • Collaborate with data scientists, machine learning engineers, and domain experts to integrate generative AI and Machine Learning solutions into existing systems or products. • Document the implementation process, provide technical documentation, and contribute to knowledge sharing within the team.

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Data Scientist

Inchcape Digital

Mar 2022 - Current (3 years 3 months)

Duties: - Develop and implement data science models for pricing optimization and demand forecasting in LATAM (Chile, Peru, Colombia, Bolivia) for Inchcape and Derco. - Monitor performance and collaborate with business analysts and stakeholders to ensure the value and impact of pricing data science projects. - Maintain MLOps workloads for deployed pricing use cases. Achievements: - I optimized code base for pricing data science projects by migrating to an object-oriented approach, reducing development time. - I designed and implemented an RPA for automated report generation for pricing data science projects.

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Data Scientist/Machine Learning Engineer

Inchcape Digital Delivery Center S.A.S

Mar 2022 - Apr 2024 (2 years 2 months)

• Developed and operationalized data science models for pricing optimization, revenue management and demand forecasting in LATAM (Chile, Peru, Colombia, Bolivia) for Inchcape and Derco business units. • Ensured value and impact of pricing data science projects through performance monitoring and collaboration with business analysts and stakeholders. • Managed ML pipelines and workloads for deployed use cases and created technical documentation. Achievements: I enhanced pricing data science projects by integrating model tracking tools like MLFlow and also provided transitioning support to an object-oriented approach of the codebase, increasing modularization and reproducibility. • Established an RPA for automated Excel reports generat

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Data Analyst

Secretara de Salud Pblica de Santiago de Cali

Oct 2021 - Mar 2022 (6 months)

Duties: - Collect, prepare, and analyze company information on physical, technological, and human resources under the supervision of the Unidad de Apoyo a la Gestión department. - Develop an institutional capabilities framework for Cali – Distrito Especial project. Achievements: - I collected internal personnel information through interviews with team leaders and created forms and surveys to consolidate an integrated database system. This resulted in a 12 % update in the local information system, allowing the company to make informed decisions about their institutional processes for the Cali - Distrito Especial project. The company gained insight into the status of its physical and technological assets, such as computer equipment, desks,

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Data Analyst

Secretaría de Salud Pública de Santiago de Cali

Oct 2021 - Mar 2022 (6 months)

• Collected, prepared, and analyzed company resources under the supervision of the Unidad de Apoyo a la Gestión department. • Developed a framework of institutional capabilities for the Cali – Distrito Especial project.

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Data Scientist

Intesla S.A.S.

Feb 2020 - Dec 2020 (11 months)

• Produced and reported strategic economic information on the solar photovoltaic energy sub-sector in southwestern Colombia. • Evaluated financial investment opportunities and potential service expansion. • Contributed to a successful commercial project through insightful reports and collaboration with the advertising department, leading to a 22 % increase in customer social media response and increased sales potential.

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Strategic Information Advisor

Intesla S A S

Feb 2019 - Dec 2020 (1 year 11 months)

Duties: - Teamwork and produce and report strategic economic information on the solar photovoltaic energy sub-sector in south western Colombia. - Evaluate financial investment opportunities and potential service expansion for the company. Achievements: I contributed to a successful commercial project through timely delivery of insightful reports and collaboration with the advertising department. This included periodic promotions and offers, resulting in a 22 % increase in customer social media response and increased sales potential for the company.

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Research Assistant Internship

Banco de la República

Jan 2019 - Jun 2019 (6 months)

• Supported ongoing research for the regional economic bulletin. - Assisted in the preparation and organization of research materials, ensuring all documentation was accurate and accessible for future reference. - Collaborated with a team to develop econometric models, utilizing statistical software to interpret data trends and forecast economic indicators.

David Paredes Bravo

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David's likely patterns of behavior, thought, values, and emotion. Based on the HEXACO model, OCP instrument, and Torre’s own research.