Daniel Salazar Email and Phone Number
Transformando Datos en Impacto con Soluciones Impulsadas por IA 🤖En el mundo tecnológico en constante evolución, he encontrado mi pasión en transformar datos en información accionable y en desarrollar sistemas basados en inteligencia artificial que resuelven problemas reales. Con más de cinco años de experiencia como Ingeniero Senior de Datos/ML, mi trayectoria se define por una búsqueda constante de la innovación y la excelencia.🚀 Revolucionando la Infraestructura de Datos e IA en YanaUnirme a Yana, una app de salud mental impulsada por IA, fue una oportunidad para marcar la diferencia. Lideré la creación de un Data Lake en GCP, mejorando el rendimiento del análisis en un 70%. Junto a un equipo dinámico, integré modelos avanzados de IA Generativa como GPT y Llama3, convirtiendo el chatbot de Yana en el núcleo de la aplicación y aumentando la retención de usuarios en un 10%.⚙️ Optimización en Somos MakersEn Somos Makers, una plataforma fintech, asumí el reto de optimizar los flujos de datos, reduciendo el tiempo de procesamiento en un 60%. Implementé pipelines de CI/CD que aceleraron los despliegues en un 70%, proporcionando a los stakeholders herramientas para tomar decisiones basadas en datos con confianza.📈 Impulsando la Retención en Vectux AnalyticsEn Vectux Analytics, implementé estrategias avanzadas de segmentación y arquitecturas de datos escalables que generaron un aumento promedio del 70% en la retención de clientes a través de diversos proyectos. Con análisis RFM y visualizaciones impactantes, ayudé a las empresas a descubrir oportunidades ocultas en sus datos.🌟 Innovación con PropósitoA lo largo de mi carrera, he construido soluciones que no solo funcionan, sino que generan impacto. Desde sistemas de detección temprana de crisis que identifican entradas críticas de usuarios hasta dashboards interactivos que empoderan a líderes con información valiosa, mi enfoque siempre ha estado en crear resultados significativos.Soy un ingeniero de datos apasionado por aprovechar la IA y los datos para generar crecimiento, conversemos. Ya sea desarrollando arquitecturas escalables o innovando con las últimas tecnologías de IA Generativa.
General Mills
View- Website:
- generalmills.com
- Employees:
- 24596
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Associate Innovation Principal Ai EngineerGeneral MillsMinneapolis, Mn, Us
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Senior Data EngineerYana May 2022 - PresentCiudad De México, MxAt Yana, I embraced the challenge of creating innovative solutions that leverage AI to improve mental health outcomes. My contributions were pivotal in transforming Yana’s chatbot into a core feature and scaling its data infrastructure to deliver exceptional user experiences.🌟 Redefining Data InfrastructureI designed and implemented a robust Data Lake architecture on GCP, optimizing data analysis and improving performance by 70%, ensuring data was accessible and actionable for various analytical needs.🤖 Driving Innovation with Generative AII led the research, design, and implementation of GPT and models like Llama3 and BERT into Yana’s chatbot, transforming it into a more human-like and personalized tool. This strategic shift boosted user retention by 10%, cementing the chatbot as the app's flagship feature.📈 Enhancing User RetentionI developed and deployed a cloud-based recommendation system that provided personalized content and suggestions, strengthening user engagement with the app.🚨 Prioritizing Safety and EthicsI designed a classification system to detect critical inputs related to crises and ethical violations. This proactive system flagged 1% of cases as crises and 0.7% as ethical violations, enabling timely and appropriate responses.🌐 Optimizing Deployment and ScalabilityI implemented AI services on Cloud Run using Docker, enhancing scalability and deployment efficiency. This allowed for rapid iterations and continuous updates, ensuring a seamless and reliable user experience.At Yana, every project was an opportunity to innovate and make a tangible impact on users' lives. -
Data EngineerVectux Analytics Oct 2020 - Jul 2022At Vectux Analytics, I tackled challenging projects that leveraged advanced analytics and data architecture to solve complex problems and deliver tangible results for clients.🌟 Streamlining Data Ingestion and ProcessingI designed and developed optimized ETL pipelines, reducing data processing time by 30%. Additionally, I implemented Python scraping scripts and Robotic Process Automation (RPA), increasing data extraction efficiency by 40%.📊 Enhancing Customer RetentionI spearheaded the implementation of RFM analysis and scalable Data Lake architectures, leading to an average 70% increase in customer retention. These strategies helped clients gain a deeper understanding of their audiences and make data-driven decisions.🔍 Applications for Predictions and Data VisualizationI developed Flask applications for predictions and data visualization, improving the accessibility and comprehension of key insights. I also hosted detailed dashboards using Power BI, empowering users to make informed decisions.💡 Scalable, High-Impact SolutionsI worked on the development and deployment of machine learning models that provided accurate and scalable predictions. Leveraging tools like Terraform, I built robust and manageable data infrastructures to meet client needs.At Vectux, every project was an opportunity to turn complex data into practical solutions that drove results for our clients. -
Data EngineerMakers Solutions S.A.S May 2021 - May 2022Medellín, CoAt Somos Makers, I specialized in creating efficient technological solutions that enhanced data processing and empowered stakeholders with advanced tools for financial decision-making.⚙️ Optimizing Data ProcessesI designed and implemented ETL pipelines using Microsoft Data Factory and T-SQL, reducing data processing time by 60%. These workflows significantly improved data efficiency across the organization.📊 Data-Driven Decision-Making and VisualizationI developed a web application using .NET Core and Flask, providing clear financial visualizations and precise calculations. This innovation improved financial decision-making by 15% for stakeholders.🚀 Accelerating DeploymentsI implemented CI/CD pipelines in Azure DevOps, enabling efficient and automated deployments. This process reduced deployment time by 70%, ensuring reliable and agile rollouts for critical applications.💡 Driving Innovation in FintechEvery project at Somos Makers was an opportunity to turn complex ideas into practical, scalable solutions that empowered stakeholders to make informed decisions and maximize the value of their financial data. -
Software DeveloperAcklen Avenue Nov 2020 - Apr 2021Nashville, Tn, UsAt Acklen Avenue, I focused on developing innovative features and tailored solutions that aligned with client needs, contributing to projects that combined technical excellence with exceptional user experiences.💻 Development and Implementation of FeaturesI worked on developing and implementing new functionalities for client applications, ensuring they met both technical and business requirements for each project.🌐 Building WordPress WebsitesI created WordPress websites, optimizing design and functionality to deliver dynamic and user-friendly platforms.My contributions at Acklen Avenue stood out for delivering practical solutions that strengthened clients' digital presence and technological capabilities. -
Cofunder - Software EngineerBluelightcoding Jan 2020 - Sep 2020At BluelightCoding, I co-founded an initiative focused on transforming ideas into practical technological solutions for various industries. I led and developed multiple projects with an agile approach, solving complex problems and delivering measurable results.🩺 Project | Vital AidDeveloped a hybrid application for iOS and Android to manage medical supplies within a hospital network in Colombia. Following Kanban methodology, the beta version was completed in just 3 months, improving the inventory update process by 60%.Tech-Stack: PostgreSQL, Ionic, Laravel, Agile Methodology Kanban🌱 Project | MinFarmsBuilt a web app using Angular and .NET to monitor a client’s guanabana production. In only 2 months, this solution enabled real-time production monitoring, increasing efficiency by 35%.Tech-Stack: Microsoft SQL Server, Angular, ASP.NET, Agile Methodology Scrum🔧 Project | Si PuedesOptimized and resolved issues in the main website of the "Si Puedes" company. Developed new user management modules, corrected security vulnerabilities, and removed unnecessary modules.Tech-Stack: WordPress, Agile Methodology Scrum🍰 Project | MieliVainillaDeveloped a website for a bakery aiming to implement e-commerce services. This new platform improved sales by up to 70%.Tech-Stack: WordPress, Agile Methodology ScrumAt BluelightCoding, every project was an opportunity to apply creative technological solutions, maximizing the impact of results. -
Big Data EngineerHalliburton Aug 2019 - Feb 2020Houston, Texas, UsAt Halliburton, I contributed to key projects that optimized data analysis operations and reduced costs by leveraging advanced tools and agile methodologies.🔄 Project | DS MigrationOptimized and improved the current Data Warehouse architecture by migrating from Pentaho to Microsoft Power BI. This migration significantly reduced licensing costs by over 60%. Additionally, the reports were made responsive, enabling real-time access across devices.Tech-Stack: Microsoft Power BI, Microsoft SQL Server, Oracle, Pentaho, Agile Methodology Kanban🛠️ Project | Migration from Oracle to Microsoft SQL ServerMigrated and optimized queries and stored procedures from Oracle Database to Microsoft SQL Server. This process reduced licensing costs and added new functionalities to enhance solution efficiency.Tech-Stack: Microsoft SQL Server, Oracle, Transact-SQL, PL/SQL -
Landmark InternHalliburton Nov 2018 - Jul 2019Houston, Texas, UsDuring my internship at Landmark, I developed solutions that automated processes and significantly improved operational efficiency.⚙️ ETL DevelopmentAutomated data loading by developing ETLs using Pentaho Spoon. These solutions reduced data loading time from 90 minutes to just 15 minutes, streamlining internal workflows.Tech-Stack: Pentaho, Spoon, SQL, Oracle, Microsoft SQL Server
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Data AnalystGeneral Motors Feb 2018 - Sep 2018Detroit, Michigan, UsAt General Motors, I led initiatives to improve data analysis efficiency and enhance internal training through innovative solutions.📊 Project | Reports DevelopmentMigrated all reports from the Quality Area from Microsoft Excel to Microsoft Power BI, optimizing the analysis of quality indicators. This project significantly reduced reporting errors and became a pioneering initiative within the company.Tech-Stack: Microsoft Power BI, Microsoft Excel, VBA🛠️ Project | Test SimulationDeveloped an application in Microsoft Access for employee training on company standards. This solution increased employee participation in company standards training by 70%.Tech-Stack: Microsoft Access, Microsoft Excel, VBA🎓 Training | Microsoft Power BITrained various employees on Microsoft Power BI, enabling them to develop their own reports and foster a culture of data-driven decision-making.Tech-Stack: Microsoft Power BI -
It InternRepsol Jul 2016 - Sep 2016Madrid, Madrid, EsDuring my internship at Repsol, I provided technical support and practical solutions to ensure an efficient technological environment.🛠️ Analyzing and Resolving IT IssuesAssisted employees in identifying and solving IT problems, ensuring the continuity of their daily operations.📡 Technology Support for MeetingsProvided technical assistance with technological equipment used in meetings, ensuring efficient setups and optimal functionality during sessions.My contributions at Repsol were marked by a proactive approach to problem-solving and effective technical support.
Daniel Salazar Education Details
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Pontificia Universidad Católica Del EcuadorSistemas Y Computación
Frequently Asked Questions about Daniel Salazar
What company does Daniel Salazar work for?
Daniel Salazar works for General Mills
What is Daniel Salazar's role at the current company?
Daniel Salazar's current role is Associate Innovation Principal AI Engineer.
What schools did Daniel Salazar attend?
Daniel Salazar attended Pontificia Universidad Católica Del Ecuador.
Who are Daniel Salazar's colleagues?
Daniel Salazar's colleagues are Clinton Shepard, Ivette Colon, Sarah Klobe, Kelsey Sneddon, Annie Parsons, Tommy Dumb, Alyssa Pauly.
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