Ethan Nelson work email
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Ethan Nelson personal email
Dynamic and versatile machine learning engineer with a background in designing, implementing, and deploying AI solutions. Leadership experience in leading machine learning and data operations initiatives, with technical experience in natural language processing/deep learning, model deployment, and all aspects of the AI lifecycle.I am passionate about developing AI to help people.
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Data And Machine Learning EngineerIeeeUnited States -
Machine Learning Engineering And Ml OpsStukent Aug 2023 - PresentIdaho Falls, Idaho, Us• Spearhead the design and implementation of end-to-end machine learning and data operations pipelines, resulting in 5 model endpoints served to over 40,000 users.• Increasing data ingestion by 500% by designing and implementing SQL data warehouses, and efficient data pipelines• Architect automated workflows for the training, evaluation and deployment of machine learning models in production environments. • Develop and fine-tune NLP algorithms, including LSTMs and transformers, implementing a real-time alert system for engineering teams on bug-related issues within the platform. • Integrate large language models to interpret student performance data dynamically, enhancing learning outcomes through adaptive model responses. • Leading company research initiative. Originally conducted research and proposed ten AI methodologies to enhance platform functionality, culminating in the acceptance of two projects. -
Co-Founder (Ml Engineer)Stealth Startup Feb 2023 - Aug 2023Mountain View, Wy, UsUsing LLMs with RAG architecture to streamline communication in B2C applications -
Senior Data Analyst | Data Science & Analytics TeamIprospect Jan 2022 - Aug 2023London, Gb• Lead efforts in automation of data delivery by architecting new ETL pipeline logic and managing team of data engineers. New pipeline increased efficiency in runtime over legacy pipeline by 250%. • Leveraged strong communication skills to address ad-hoc client requests, utilizing Python, SQL, and data transformations to revamp dashboards. Enhanced visibility of key performance indicators (KPIs) and streamlined reporting processes. • Built scripts to transform and join data to help case study dealing with 50% unattributed data points. -
Software EngineerArctec Solutions May 2021 - Dec 2021• Developed automation scripts for remote software installation, reducing manual setup time by 50% and enhancing operational efficiency. • Designed a data dissemination tool that aggregates data from APIs and remote databases, facilitating seamless integration into a local database for analysis. • Enhanced a signal intelligence device to optimize packet transmission to external applications, improving data communication and processing capabilities. -
Data Science InternSnow Data Science Jan 2021 - Apr 2021Houston, Texas, Us• Applied data visualization skills to create readable visuals in order to help users understand data.• Researched unsupervised machine learning algorithms pertaining to k-means clustering and use of PCA.• Manipulated large dataset to work with application. -
Data ReviewerResearch And Business Development Center Apr 2020 - Jan 2021Rexburg, Idaho, Us• Checked quality of 80,000+ image dataset to assist in data pre-processing• Assisted in training new annotators and creating training documents• Lead team meetings -
Data AnnotatorResearch And Business Development Center Feb 2020 - Jan 2021Rexburg, Idaho, Us• Conducted research under a Machine Learning Engineer in order to increase working knowledge on machine learning algorithms specifically dealing with Neural Networks• Contributing to 80,000+ image data set to train machine learning algorithm in recognizing product details -
Machine Learning ConsultantResearch And Business Development Center Jun 2020 - Oct 2020Rexburg, Idaho, UsWorked for RBDC to assist Lineage Logistics in point cloud classification project.• Studied new algorithms pertaining to point cloud classification.• Built neural network with Point Net and TensorFlow to classify point cloud data to help achieve a fully automated warehouse.• Correctly applied algorithms to guess point cloud data. -
CarpenterBrigham Young University - Idaho Jul 2019 - Feb 2020Rexburg, Idaho, Us• Followed and modified set plans to maximize efficiency in project execution by 100%• Learned new skills pertaining to carpentry by listening and application• Major remodels including changing 1000+ doors campus wide, maintenance of ceiling and construction of shelving units
Ethan Nelson Education Details
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College Of Computing At Georgia TechComputer Science -
Brigham Young University - IdahoComputer Science -
Data Career JumpstartData Science
Frequently Asked Questions about Ethan Nelson
What company does Ethan Nelson work for?
Ethan Nelson works for Ieee
What is Ethan Nelson's role at the current company?
Ethan Nelson's current role is Data and Machine Learning Engineer.
What is Ethan Nelson's email address?
Ethan Nelson's email address is et****@****ect.com
What schools did Ethan Nelson attend?
Ethan Nelson attended College Of Computing At Georgia Tech, Brigham Young University - Idaho, Data Career Jumpstart.
Who are Ethan Nelson's colleagues?
Ethan Nelson's colleagues are Eric Llampa, Antony M. Gitau, Joanna Goodrich, Priyan Dilshan, Narimane Said, Vishnu Tej Vinjamuri, Ra'anan Sover.
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