David Melendez

David Melendez Email and Phone Number

Software Engineer at General Mills @ General Mills
minneapolis, minnesota, united states
David Melendez's Location
Orlando, Florida, United States, United States
David Melendez's Contact Details

David Melendez work email

David Melendez personal email

n/a
About David Melendez

Mathematics and computer science student at the University of Central Florida.

David Melendez's Current Company Details
General Mills

General Mills

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Software Engineer at General Mills
minneapolis, minnesota, united states
Website:
generalmills.com
Employees:
20017
David Melendez Work Experience Details
  • General Mills
    Software Engineer
    General Mills Jan 2023 - Present
    United States
    - Performed discovery and implementation for the backend portion of a key feature for our modernized C# application, previously spread across thousands of lines of legacy VB.NET code and Oracle stored procedures. Coordinated with other developers on the team to handle common functionality and requirements between our tasks.- Led the discovery and implementation effort for migrating our build pipelines from Jenkins to GitHub Actions prior to the decommissioning of Jenkins within the company.- Identified a vulnerability in our deployment pipelines and worked across multiple teams to ensure that our processes are in compliance with SOX controls.
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  • General Mills
    Cloud Engineer
    General Mills Jan 2022 - Jan 2023
    Remote
    - Designed and implemented a git-based template orchestration engine in Python to manage the initial generation and further updates for repositories in the organization.- Saved the team licensing costs for Terraform Enterprise by creating GitHub Actions and Terraform modules streamlining the creation and deployment of dozens of team projects.- Enabled the team to move away from Terraform Enterprise's proprietary policy system by quickly picking up Open Policy Agent and implementing scripts in its functional programming language to verify policies against user infrastructure configurations.
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  • University Of Central Florida
    Undergraduate Research Assistant - Applications Of Deep Learning To Inverse Problems
    University Of Central Florida Sep 2020 - Dec 2021
    Orlando, Florida, United States
    - Design and test systems using deep convolutional generative adversarial networks to recover clean images from noisy sensor information- Reduced volume of existing code base (Python, TensorFlow) by over 50%, streamlining the implementation of current and future planned features and experiments with OOP techniques.
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  • University Of Central Florida
    Mathematics Learning Assistant
    University Of Central Florida Aug 2019 - Jan 2021
    Orlando, Florida Area
    Tutor students in mathematics ranging from Intermediate Algebra to Differential Equations.
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  • General Mills
    Data Science Intern
    General Mills Jun 2021 - Aug 2021
    Remote
    - Queried data from an on-premises SQL database through Hadoop and analyzed sales data using Python (Pandas, NumPy, Matplotlib) to determine that the data available is sufficient to compute price elasticities for our products in-house.- Prototyped a data pipeline which selects viable products and uses the best-fit regression model to compute the products' price elasticities to less than 30% error, opening the door to up to $1,000,000 in savings for US elasticities and to the expansion of this capability to international markets.- Maintained a clean, reusable Python code base and successfully passed on the project to another employee to continue.
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  • Institute For Computational And Experimental Research In Mathematics (Icerm)
    Undergraduate Researcher - Randomized Svd And Its Applications
    Institute For Computational And Experimental Research In Mathematics (Icerm) Jun 2020 - Jul 2020
    Remote
    - Performed research in a team of 3 on various applications of the Singular Value Decomposition (SVD) to image processing, video processing, audio processing, data analysis, and digital ownership protection (watermarking).- Wrote Python code using NumPy, SciPy, Matplotlib, and Pandas to implement various algorithms (including image compression, audio compression, video background extraction, principal component analysis, and digital watermarking), run experiments, and visualize results.- Used principal component analysis (PCA) to analyze COVID-19 data.- Created a modification to a known digital watermarking algorithm which improved on watermark imperceptibility, making the algorithm more suitable for practical use.- Wrote a report and gave a talk surveying the topics we learned and discussing our results.
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  • Mathematical Sciences Research Institute - Msri
    Undergraduate Researcher - Applied Combinatorics
    Mathematical Sciences Research Institute - Msri Jun 2019 - Jul 2019
    San Francisco Bay Area
    Conducted research in combinatorics and representation theory in a team of three students. Automated solutions to complex discrete mathematical problems and produced the corresponding diagrams and LaTeX tables using Python. Typed a comprehensive report in LaTeX describing our results. Gave a 30-minute talk with my team member showcasing our results.
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  • University Of Central Florida
    Undergraduate Research Apprentice - Face Recognition
    University Of Central Florida Nov 2018 - Apr 2019
    Orlando, Florida Area
    Research apprenticeship under Dr. Rasika Rajapakshage. Read research literature on facial recognition and signal processing, implemented face recognition algorithms in MATLAB, and designed and ran experiments to evaluate their accuracy and efficiency.
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David Melendez Education Details

Frequently Asked Questions about David Melendez

What company does David Melendez work for?

David Melendez works for General Mills

What is David Melendez's role at the current company?

David Melendez's current role is Software Engineer at General Mills.

What is David Melendez's email address?

David Melendez's email address is da****@****ucf.edu

What schools did David Melendez attend?

David Melendez attended University Of Central Florida.

Who are David Melendez's colleagues?

David Melendez's colleagues are Marc Bjorklund, Theresa Bergwall, Amber Uher, Ricardo Davo, Marlys Meier, Donna Grimes, Lorelei Lenort.

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