Kyle Eugene Knight Baldovino

Kyle Eugene Knight Baldovino  new_releases

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Senior Backend Developer
San Pablo, California, United States

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Résumé

Jobs verified_user 0% verified
  • I
    Software Engineer Project Lead
    Ieko Media LLC - VR + AR development, 360film, Commercial Photography
    Feb 2023 - Sep 2023 (8 months)
    - Lead the MES project integrated with AI for the Ameritex and TCPA clients. - Architect the azure eco-system for AI assistant of the industrial SaaS platform.
  • U
    Software Engineering Lead
    Urbintra Entertainment Media Corporation
    Jul 2020 - Jan 2023 (2 years 7 months)
    - Built an end-to-end production level machine learning feature for AWS CloudFormation to estimate resource provision time. - The pipeline consists of data extraction from S3 buckets, pre-processing using lambda functions and the prediction models built and hosted on Amazon SageMaker. - Integrated this service into the AWS CloudFormation production workflow. - Established Auto MLFlow for 3D character generation from an image using Python, PIFuHD, RunPod, Google Colab and developed motion planning algorithm using Logistic Regression and KNN. - Support the development of exploring novel solutions for autonomous and cognitive systems in the area of computer vision, computational sensing, computing, and related areas.
  • Cisco
    Machine Learning Engineer
    Cisco
    Apr 2015 - Mar 2020 (5 years)
    - Recommendation engine for identifying peer reviewers for testing on Cisco’s code review platform using NLP - Keywords extraction and document classification of service request cases using unsupervised LDA modeling - Classification of Cisco products into various categories to help the sales teams improve their revenue generation Worked on building machine learning models to improve the quality of Cisco products and its internal workflow: - Identification of files that get impacted when set of files are committed to repository using Association Mining - Clustering the features of products based on the text data and summary fields with NLP and K-means clustering - Software upgrade recommendations to customers using random forest and data
  • Stealth-mode Startup
    Data Scientist
    Stealth-mode Startup
    Feb 2011 - Feb 2015 (4 years 1 month)
    - Digital Marketing Domain, Worked on a product aiming at unique shopping experience through cost and distance-based data analysis. - Starting from shopping around the right technologies to prioritize the key feature set, chose Google Cloud setup for hosting my App and Database server. - Integrated the product with APIs for Google maps, AWS, Walmart etc. - Provided recommendations using ML algorithm for Collaborative and Content filtering. - Developed the website ground up, database model in SQL, web front-end using Flask-SQL Alchemy ORM, backend in Python.
Education verified_user 0% verified
  • University of California, Berkeley
    Bachelor's degree, Mathematics and Computer Science
    University of California, Berkeley
    May 2007 - May 2011 (4 years 1 month)