Experienced Data Engineer and Data Scientist with over 4 years of diverse experience in process optimization, pipeline development, and advanced analytics. I am passionate about leveraging technology to drive efficiency and innovation. My expertise includes Databricks, Azure, and Big Data tools, with a proven track record of reducing processing times and improving project efficiency.I possess advanced skills in machine learning, computer vision, and biomedical data analysis, backed by a solid foundation in Electrical Engineering with a focus on Computer Science. I am fluent in multiple languages and excel at collaborating in multidisciplinary teams to solve complex challenges with innovative solutions.I am particularly interested in roles that intersect AI, machine learning, and healthcare, aiming to contribute to groundbreaking projects in bioinformatics and MLOps. My goal is to continue advancing technological development and apply my expertise to impactful global projects.
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Data Management CoordinatorMall AventuraCanada -
Aws Data EngineerZat Oct 2024 - PresentLima, Peru -
Data SpecialistNtt Data Europe & Latam Jan 2024 - Aug 2024At NTT Data, I led the optimization of critical data processing flows and solution migration, successfully transitioning processes from Oracle to Azure by leveraging reverse engineering to decode intricate business models.Key Contributions:• Field Analysis and Abstraction: Utilized Cloudera and advanced SQL to review and abstract essential data fields, improving data accuracy and accessibility.• Process Orchestration: Developed and managed network groups, job schedulers, and orchestrated processes with Jenkins and Bitbucket, enhancing operational efficiency.• Automation and Deployment: Designed and deployed automated workflows using Azure Function App, reducing production deployment times by 30%.• Agile Collaboration: Employed agile methodologies to collaborate with diverse, multidisciplinary teams on strategic projects, driving them to completion.• Script Optimization: Optimized scripts and created custom queries using PySpark and Databricks, automating complex processes and saving an estimated 20% in processing time.Soft Skills:• Strong problem-solving abilities and analytical thinking.• Effective communication and collaboration within cross-functional teams.• Adaptability to fast-paced and dynamic work environments.• Proactive approach to continuous learning and professional development. -
Data Engineer & AnalystCredicorp Capital Jun 2023 - Dec 2023Lima, PeruAt Credicorp Capital, I enhanced big data processing using Databricks and PySpark, showcasing my proficiency in designing, developing, and maintaining data pipelines. I employed T-SQL, PySpark, and DataVault 2.0, alongside DataFactory, to ensure top-tier data quality. Implementing agile methodologies such as Scrum, Kanban, and DevOps, I streamlined the efficient delivery of data pipelines.Key Achievements:• ETL Optimization: Reduced processing time from 7 days to just 5 minutes, significantly boosting efficiency.• Investment Portfolio Enhancement: Improved the quality of investment portfolios through DataVault 2.0 modeling and advanced analytical models, delivering substantial benefits to Credicorp Capital.Soft Skills:• Strong analytical and problem-solving abilities.• Effective communication and collaboration within cross-functional teams.• Adaptability to fast-paced and dynamic work environments.• Proactive approach to continuous learning and professional development.Technical Expertise:• High proficiency in cloud computing. -
Data Engineer Research & Development : Business IntelligenceTecsel Jan 2022 - May 2023Lima, Peru• I developed a data analysis platform on DataBricks and PySpark, leveraging DataFactory, which significantly reduced query time for customer data. By migrating Excel visualizations to DataBricks, I achieved a 60% improvement in query time. This platform not only streamlined the querying process but also enhanced the amount of data that could be processed. The system seamlessly connected to a datalake, enabling queries with various data from different banking clients.• Installation and maintenance of monitoring software: I showcased my proficiency in installing and upkeeping monitoring software based on SQL and .NET. This involved implementing robust security measures, which played a pivotal role in assuring clients about the safety of their sensitive data and financial resources. By actively participating in the ongoing maintenance of the monitoring system, I contributed significantly to the overall success of the company, fostering a secure and trustworthy environment for our clientele.
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Laboratory AssistantUtec - University Of Engineering And Technology Apr 2021 - Dec 2021Lima, Peru• Guided students in embedded systems programming with C++ and VHDL, fostering positive learning and promoting future engineers. -
Machine Learning EngineerConcytec Perú Mar 2021 - Dec 2021Lima, Peru• Implemented a Mask R-CNN model for medical image pattern recognition, with an accuracy of over 90% in identifying and segmenting organs, using a pre-trained R50-FPN model and a dataset of annotated images.Skills developed:- Advanced knowledge in medical image processing and pattern recognition.- Skills in Python programming and implementation of artificial intelligence models.- Acquisition of experience in the research and application of artificial intelligence in the field of robotic surgery. -
Computer Vision EngineerInstituto Geofísico Del Perú Jun 2020 - Dec 2021Lima, PeruDeveloped a novel algorithm for extracting ionosphere characteristics from photos using Computer Vision, resulting in a 19% improvement in ionogram curve segmentation compared to the current method with an impressive 79% efficiency.Achieved a significant breakthrough by accurately identifying the F region of the ionosphere with an average efficiency of 60%, marking a significant advancement in ionogram scaling technology. -
Junior Data ScientistUtec - Universidad De Ingeniería Y Tecnología Jul 2020 - Dec 2020Lima, PeruDeep Analysis of Genetic Expression in Schizophrenia and Bipolar DisorderAs a Data Scientist, I conducted a detailed analysis of genetic expression in patients with schizophrenia and bipolar disorder using advanced bioinformatics techniques in R-Studio.I identified common patterns of genetic expression between these two psychiatric conditions, confirming that they share a similar molecular and genetic basis. -
Embedded Systems EngineerInstituto Geofísico Del Perú Jan 2020 - Apr 2020Lima, Peru• Designed and Designed a low-cost, portable radar system using Python/JS with cost savings of 96% compared to previous laptop-based system.• Implemented acquisition, processing, and data visualization codes on a Raspberry Pi Zero that processed 150 signal data per second.Skills developed:- Advanced knowledge in the operation of radar and electromagnetic wave systems.- Programming skills in Python and JavaScript- Improved ability to design and build hardware and software systems. -
Junior Machine Learning EngineerUtec - Universidad De Ingeniería Y Tecnología Jul 2017 - Dec 2017Lima, PeruTransforming EEG Data into Actionable Insights Using Cutting-Edge Neural Network TechnologyAs a Data Scientist, I transformed EEG data into actionable insights using cutting-edge neural network technology, achieving improved state analysis and decision-making.I reached the highest efficiency of 91.7% using the "traingd" algorithm with 256 FFT points.
Fernando Garcia-Medina Education Details
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Electrical Engineering -
Cell/Cellular And Molecular Biology -
Alliance Française De LimaFrench Studies -
Advanced English
Frequently Asked Questions about Fernando Garcia-Medina
What company does Fernando Garcia-Medina work for?
Fernando Garcia-Medina works for Mall Aventura
What is Fernando Garcia-Medina's role at the current company?
Fernando Garcia-Medina's current role is Data Management Coordinator.
What schools did Fernando Garcia-Medina attend?
Fernando Garcia-Medina attended Universidad De Ingeniería & Tecnología - Utec, University Of Buenos Aires, Alliance Française De Lima, Pontificia Universidad Católica Del Perú.
Who are Fernando Garcia-Medina's colleagues?
Fernando Garcia-Medina's colleagues are Katherine Osis Contreras, Martha Romero Martinez, Miluska Lopez, Elena Chero, Coral Silvonio, Rosita Echevarria, Erika Vizcarra.
Not the Fernando Garcia-Medina you were looking for?
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Fernando Gilles Garcia Medina
Ing. Civil -Madp | Gerente De Obras | Jefe De Proyecto | Supervisión | Residente De ObrasPeru -
Fernando Medina Garcia
Estudiante En Universidad Nacional De San Agustin De ArequipaCajamarca, Peru -
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