Eric Sagata
AI Software Developer at LegalMation- Claim this Profile
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English Native or bilingual proficiency
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Korean Limited working proficiency
Topline Score
Bio
Credentials
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Deep Learning Specialization
CourseraJul, 2020- Sep, 2024 -
Sequence Models
CourseraJul, 2020- Sep, 2024 -
Convolutional Neural Networks
CourseraJun, 2020- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraMay, 2020- Sep, 2024 -
Structuring Machine Learning Projects
CourseraMay, 2020- Sep, 2024 -
Neural Networks and Deep Learning
CourseraApr, 2020- Sep, 2024 -
Machine Learning
CourseraApr, 2019- Sep, 2024
Experience
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LegalMation
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United States
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Legal Services
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1 - 100 Employee
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AI Software Developer
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Nov 2017 - Present
• Leveraged TensorFlow and various Python libraries (Scikit-image, OpenCV, SciPy, Pillow, etc.) to engineer AI solutions for identifying sections of legal documents • Developed various features in Python and Elixir for extracting unstructured data, based on text patterns, coordinates, etc. from XML encodings of legal documents • Deployed discovery request classifiers to FloydHub after thorough data analysis, labeling, and experimental training using fastText, ULMFiT, and ELMo • Coordinated with other developers in planning overall system architecture Show less
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Web Developer
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Oct 2017 - Nov 2017
Utilized WordPress to create an elegant, consumer-facing website for The Bridge, a Kentucky-based restaurant. Work still in progress. • Programmed and designed components with PHP, JavaScript, HTML, and CSS to enable restaurant employees to easily update the site with photos and captions • Created a responsive webpage with dynamic menus and effects for a fluid and uncluttered user experience • Created a responsive webpage with dynamic menus and effects for a fluid and uncluttered user experience • Oversaw deployment using AWS Show less
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Coding Dojo
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United States
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Professional Training and Coaching
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400 - 500 Employee
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Student
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May 2017 - Sep 2017
Intensive, 14-week programming bootcamp focused on web development utilizing various stacks. Python: Python, Django, MySQL, Flask MEAN: MongoDB, Mongoose, Express, Node, Angular 4 Java: Java, STS, Spring Boot, Javascript Other: HTML, CSS, Bootstrap, React Twap It Recreation of Twitter which allows users to: write posts with a specified location, visualize trending posts on a map, and connect with other users • Built by a team of four, using Java, JavaScript, Spring, MySQL, JSP, HTML, CSS3, jQuery, AJAX, and Bootstrap • Implemented map functionality and interactivity with Google Maps API • Designed database models, repositories, and services to allow optimal data flow for client-side requests and server responses • Created page UX/UI using jQuery and AJAX • Developed hashtag functionality that filtered data displayed on the map according to trending hashtags the user was interested in No WSTED Time Planner with calendar and chat functionality that allows users to plan events with other users as well as create personalized, date-specific to-do lists • Built by a team of five, using Mongoose/MongoDB, Angular 4, Express.js, Node.js, Socket.IO, JavaScript, CSS3, and Bootstrap • Added calendar functionality and capability for other view components to respond to user interactions with the calendar in order to display events relevant to the date selected • Designed a MongoDB schema that allowed users to add and edit events, invite other users to events, and tied events to a specific date • Implemented live chat functionality with Socket.IO • Developed client-side requests and server responses that enabled users to write date-specific journal entries and ensured that components would also display date-specific information Show less
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Data Reporting Analyst
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Oct 2014 - Aug 2015
Collected data through interviewing various sources in order to write tech and medical industry-focused articles for monthly business-to-business newsletters • Utilized Twitter to draw readership to headline stories when newsletters were not published • Contributed to layout design of newsletters using Adobe InDesign • Contacted various business managers, reviewed company earnings, and organized company data using Excel to produce articles relevant to specialty tech and medical markets Show less
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News Correspondent for "Morning Wave in Busan"
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Mar 2012 - Feb 2013
Broadcasted live U.S. news reports on an English-language radio talk show that aired daily in Busan, South Korea • Conducted research and interviewed sources in order to write broadcast scripts • Collaborated with the show’s host and producer to plan which stories would be relevant and of most interest to our audience each morning Broadcasted live U.S. news reports on an English-language radio talk show that aired daily in Busan, South Korea • Conducted research and interviewed sources in order to write broadcast scripts • Collaborated with the show’s host and producer to plan which stories would be relevant and of most interest to our audience each morning
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The Korea Daily
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United States
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Newspaper Publishing
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100 - 200 Employee
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Manager and Editor of Joongang Student Reporters
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Mar 2012 - Jan 2013
Generated profit for the Joongang Student Reporters (JSR) program, which educated aspiring high school journalists on effective news writing techniques and journalism ethics • Tripled JSR enrollment through aggressive advertising on social media and through meetings with local high school officials – received over 300 applicants and profited off of enrollment • Designed JSR’s website using HTML and WordPress, moderated the content published on it, and monitored site demographics using Google Analytics • Led a team of interns and directed them for assistance with page templating and copy editing • Lectured high school students during weekly seminars on various journalism topics Show less
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Reporter, Editor, and Designer
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Aug 2011 - Jan 2013
Assisted with producing content for the Mountaineer, Mt. SAC’s weekly digital and print newsletter • Designed multi-page spreads using Adobe InDesign • Wrote and edited articles related to local events Assisted with producing content for the Mountaineer, Mt. SAC’s weekly digital and print newsletter • Designed multi-page spreads using Adobe InDesign • Wrote and edited articles related to local events
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Legacy Entertainment
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United States
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Entertainment Providers
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1 - 100 Employee
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Production Coordinator Intern
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May 2011 - Aug 2011
Produced film and television script breakdowns in order to create marketing product-placement lists • Liaised with corporate and celebrity clients at celebrity events including: The 8th Annual James Caan Golf Tournament, the Children’s’ Hospital of Los Angeles Charity Karaoke, and Walk of Fame celebrations • Attended meetings with Warner Bros. and 20th Century Fox representatives to negotiate production needs and product-placement for film/television projects on behalf of products we represented • Designed client product brochures using Microsoft Publisher Show less
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Education
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University of California, Berkeley
Bachelor of Arts (B.A.) - American Studies, Communication, Journalism, and Related Programs -
2017 - 2017
Coding Dojo
Certificate of Completion, Full Stack Web Development
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