Learning Architect Resume Sample
Cory Stoltenberg
82475 Shana Route,
Dallas,
TX
+1 (555) 125 9563
Work Experience
Senior Learning Architect
03/2018
-
PRESENT
Detroit, MI
- Experience supporting end-user enablement for enterprise system deployments; extensive experience in analysis, design, development and delivery of training, performance support, and blended-learning solutions
- Experience leading end-to-end training programs for large/enterprise-scale systems implementations
- Proficiency using content authoring tools such as Captivate, Articulate, uPerform, etc
- Able to drive participation and contribution through persuasion
- Articulate and evangelize the vision and future direction of Adoption Strategies. Strong experience in networking into other organizations to build ongoing relationships with stakeholders
- Experience with various innovative trends in learning technologies (i.e., Learning Management Systems and rapid authoring tools/approaches)
- Plays an active leadership role, taking initiative to drive effective and efficient work and is committed to continuous improvement; ensuring focus on measurable outcomes and value to the business
Learning Architect
05/2015
-
10/2017
Philadelphia, PA
- Partner with the business to design and develop creative, right-sized learning solutions
- Serve as project manager for Instructional Design efforts; Collaborate with key project players to deliver optimal learning solutions; Customize training as contracted
- Gathering, assimilate, and dispense instructional design/training project information through partnership with customers and L&OD staff
- Conduct Train-the-Trainer sessions for new instructor led classes
- Advise customers and L&OD team on instructional rationale
- Occasionally lift/move up to 25 pounds
- Have experience in NLP of unstructured text documents to automatically tag via machine learning
- Unstructured feature extraction using Machine Learning (deep learning, multi-layer neural networks)
Search Relevance / Machine Learning Architect
12/2008
-
11/2014
Los Angeles, CA
- Building statistical models using python (NumPy, SciPy, etc.)
- Data manipulation with Pandas
- Have used Jupyter Notebook for consuming/sharing ML code
- Deep learning workflows with Tensorflow, Pytorch, or other similar products
- Natural Language Processing with Python Natural Language Toolkit (NLTK or SpaCy
- Experience writing scripts for engaging time-based media such as animated cartoons, television documentaries, narrative-driven digital interactive games, etc., helpful
- Experience writing scripts for engaging time-based media such as animated cartoons,
- BI and enterprise DW data management, modeling, integration and/or synchronization, quality, security, conversion and analysis, star schema and relational reporting models, enterprise data management policies, procedures, compliance and risk management and/or database administration
- Strategy development- writing, communicating, facilitating, and presenting cogently to and/or for all levels of industry audiences, clients and internal staff/management
Education
The George Washington University
2003 - 2007
Bachelor's Degree in Computer Vision
Professional Skills
- Excellent and detail-oriented editorial skills, dedicated to high quality, and committed to improving the skills of students at all levels
- Strong system-level debugging experience and problem-solving skills: data-driven approach to estimation, measurement and adaptation of the architecture
- Excellent written and verbal communication skills and a demonstrated ability to influence others at all levels of the organization
- Strong computer skills, including MS Office products and publishing software (InCopy, Adobe Acrobat)
- Excellent storytelling and presentation skills LI-HD#IT
- Excellent C/C++ programming skills in the Linux environment
- Excellent programming skills in Python, Java or C/C++
How to write Learning Architect Resume
Learning Architect role is responsible for programming, design, architecture, java, training, learning, grammar, organization, digital, integration.
To write great resume for learning architect job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Learning Architect Resume
The section contact information is important in your learning architect resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Learning Architect Resume
The section work experience is an essential part of your learning architect resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous learning architect responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular learning architect position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Learning Architect resume experience can include:
- Team leadership- generating a vision, establishing direction and motivating members, creating an atmosphere of trust, leveraging diverse views, coaching staff, and encouraging improvement and innovation
- Strong system design skills and experience with distributed systems
- Strong skills in project and stakeholder management
- Time management skills with ability to prioritize and schedule daily activities for efficiency
- Educational publishing experience; experience developing Digital content and working with metadata
- Educational publishing experience; experience developing learning solutions for the K-12 math market
Education on a Learning Architect Resume
Make sure to make education a priority on your learning architect resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your learning architect experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Learning Architect Resume
When listing skills on your learning architect resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical learning architect skills:
- Editing and writing ability; basic grammar and composition skills; strong verbal and written communication skills
- Strong programming skills in C, C++, Perl, or Python
- Prior experience with traditional RDBMS (Oracle, SQL Server, etc.) and/or large scale traditional data warehousing would be good to have
- Demonstrated ability to think conceptually, influence stakeholders, communicate effectively, and develop strategies
- Strong oral, written, and visual communication skills
- Learning and business consulting skills
List of Typical Experience For a Learning Architect Resume
1
Experience For Machine Learning Architect Resume
- Works cooperatively and effectively with other members of cross-functional teams
- Experience designing, developing and delivering learning solutions required
- Experience developing interactive instructional and/or assessment materials for students
- Experience in developing educational materials, with emphasis on digital products
- Editorial and/or learning design experience
- Manage time in environment with multiple competing priorities
2
Experience For Senior Learning Architect Resume
- Excellent understanding of algorithms and data structures for optimization
- Extensive experience with a neural network library such as Caffe, Tensorflow, or Torch
- Experience implementing at least two Machine Learning pipelines in production
- Experience with deep learning frameworks such as MxNet, Caffe/2, SparkML, Gluon, TensorFlow, Theano, Keras, Pandas, NumPy, scikit-learn
- Experience with distributed computing frameworks, containers and microservices (Yarn, Kubernetes, AWS ECS, Mesos)
- Experience with Hortonworks or Cloudera distributions
3
Experience For Search Relevance / Machine Learning Architect Resume
- Experience with at least two noSQL variants - Hive, Mongodb, Cassandra, Impala, and expertise with Kafka, MLLib
- Understanding GK customer needs and mapping GK’s existing portfolio architecture or facilitating the design of new products to address them
- Interacting and supporting technically both internal engineering teams and customers as needed
- Driving clarification and development of learning product strategy based on the organization’s business strategy
- Interfacing with Xilinx product teams to implement new architectures, compilers for programming modern multi-core architectures
- Use adult-learning methodology, project scoping, and identification of key learning objectives using Kirkpatrick’s model
- Generate models of vision processing neural nets using standard frameworks and libraries
4
Experience For Associate Learning Architect Resume
- Build library of 15-20 learning solutions annually based on business requests and trending topics
- Create checks for understanding, use-case exercises, and other supplemental learning objects
- Industry knowledge-capable of assessing the quality of educational products quickly and thoroughly
- Assist with developing manuscript, and digital content that adhere to research and program pedagogy
- Support definition of memory & computation requirements of image processing applications with ML
- Develop and document knowledge of low level hardware architecture and dataflow for Machine Learning architectures
5
Experience For Assoc Learning Architect Resume
- Publish to internal Learning Management System (LMS)
- Implementation of a variety of learning options required (EPSS, JIT, OJT, ILT, social media/digital solutions/podcasts)
- Subject-matter expertise in Reading/Language Arts
- Source and manage vendors and coordinate projects with the learning development team
- Research, pilot, and introduce new learning methodologies
- Produce, track, and communicate learning insights
- An understanding of, or ability to learn, the Articulate suite of products
- An understanding of, or ability to learn, the Financial Services industry
6
Experience For Sales Learning Architect Resume
- "think on their feet" and tailor design and delivery of classroom learning as needed
- O Knowledge and analysis of the organization, goals, operating environment, and practices of the business
- O Communication and influence capabilities to proactively advocate for best-fit learning solutions and marshal needed support from internal stakeholders
- Knowledge of curriculum, pedagogy and best practices
- Identify risks and create mitigation strategies
- MS or PhD in relevant discipline (CS, EE, Math)
- Contribute to the development of innovative content for students and teachers that act as “game-changers” regarding classroom instruction and students’ learning gains
- Develop learning strategies and solutions in partnership with other key teams within HR’s Global Learning & Performance, BU L&D teams, American Express Technologies, and Human Resource
- Strong computer skills, include MS Office and Adobe InCopy
7
Experience For Senior Machine Learning Architect Resume
- Participate in the planning, design, and implementation of marketing and communication strategies to build awareness of the organization’s curriculum and learning opportunities
- Identify key machine learning technologies and determine how they’ll impact Xilinx next-generation products
- Developing and mapping key algorithms, including machine learning (ML) algorithms, on Xilinx devices and define architecture requirements for next-generation products
- Works with and supports Lead LAs or Senior LAs on assigned projects to ensure specifications
- Works with and supports Lead LAs or Senior LAs on assigned projects to design content for all learning products that meet specified learning and user requirements
8
Experience For Senior Deep Learning Architect Resume
- Works with cross-functional PDM teams to design products that meet specified learning and user experience (UX) requirements, including writing appropriate prototype content, providing input into design decisions, and reviewing design outputs
- Assist in creation and maintenance of departmental Standard Operating Procedures
- Evaluate and analyze different nets in terms of performance, memory requirements, power consumption, area, complexity and flexibility on sample hardware platforms
- Experience with machine learning software packages (e.g., scikit-learn, TensorFlow, Caffe, Theano, Torch)
- Develop software and scripts to perform benchmarking and generate reports
- Foster the broad awareness of learning programs throughout DRG business units
- Measure performance requirements of a neural network, i.e. # of operations, # of weights, accuracy, etc
9
Experience For Associate Learning Architect Math Resume
- Work collaboratively with subject matter experts, business leaders, educational technologist, and operations team to design, develop, and implement learning solutions
- Maintain expertise in online learning, instructional design and technology, adult learning theory, and andragogy to support program and course development
- Work collaboratively with DRG business unit leaders to identify, plan for, and execute continuous improvement to learning products/services
- Collaborate with client-facing Account Management teams to design and develop custom learning solutions to solve specific customer problems by effectively intersecting HBI/DRG insights, data, and analytics products with best in class learning methodologies/technologies
- Provide support for Account Managers in the development of custom proposals and optimize the customer experience
- Provide customer-facing support as needed to represent expertise and thought leadership
- Partner with a variety of DRG business unit leaders to understand customer problems and market opportunities to bring innovative solutions to help customers solve their problems
- Develop methods to assess the customer impact of learning solutions
10
Experience For Learning Architect Math Resume
- Your solution would encompass the gamut of highly-available data lakes to highly-performant-compute clusters, from storage and networking infrastructure to platforms and micro services
- Proficiency with one or more of Python, Java, Scala preferably in a Linux Environment
- Under direct supervision, prepares art specifications and checks all stages of art and proof for assigned projects; participates in the creation and checking of content for tech products; effectively uses tech tools in the publishing process to facilitate development efficiency and enhance product quality
- Participates in project planning and makes suggestions that address customer needs; completes competitive and standards analyses, research, literature searches, and fact checking
- 1) Works cooperatively and effectively with other members of cross-functional project teams, including other Learning Architects, Design Architects, Production Managers, and Content Shared Services providers
List of Typical Skills For a Learning Architect Resume
1
Skills For Machine Learning Architect Resume
- Demonstrable prior experience designing customer-facing APIs and libraries to accelerate computationally-demanding algorithms and applications
- Understand children’s and young adult literature, literacy skills, publishing and library metadata, and Standard American English grammar and spelling
- Experience utilizing integrated learning management and/or people systems (i.e. PeopleSoft, GreenLight, Skill Soft, Cornerstone)
- Prior experience working with the ELK stack including Elasticsearch
- Prior experience of deep learning software and frameworks
- Specialist experience of the learning and user experience requirements of Pre-K (preschool) learners
- Decision-making skills with the ability to investigate and weigh alternatives and select course of action that provides greatest benefit to organization
- Creative thinking skills with ability to ask the needed big-picture questions that lead to process and team improvements
2
Skills For Senior Learning Architect Resume
- Proficiency in PowerPoint and advanced Excel skills (pivot tables, look ups)
- Superior presentation and proposal development skills
- Classroom teaching experience or curriculum development experience
- Organizational skills and with the ability to manage multiple tasks and projects at one time, and meet deadlines
- Understanding of and experience in adult learning principles and instructional design
- Experience in characterizing and modeling system-level performance, executing comparison studies, and documenting and publishing results
- Strong understanding of theoretical and practical aspects of various machine learning techniques such as classification, regression, clustering, etc
- Experience developing learning solutions for the K–2 Reading/Language Arts market
3
Skills For Search Relevance / Machine Learning Architect Resume
- Deep hands-on Technical ability. Excellent understanding of machine learning techniques and algorithms. Deep understanding of statistics and probability
- Experience working in a 6–12 education setting
- Experience developing learning solutions for the 6–12 market
- Experience working with deep learning frameworks like Caffe, TensorFlow and Torch
- Experience with systems-level performance modeling, profiling, and analysis
- Experience implementing at least two to three Machine Learning pipelines in production
- Demonstrated ability to support large-scale projects involving cross-divisional or company-wide goals
- Able to prioritize and handle multiple tasks and stakeholders; adapt to changing business needs
4
Skills For Associate Learning Architect Resume
- Recent experience working with DoD or Intelligence Community customers
- Design and develop transformational learning experiences
- Strong knowledge of GPU architecture and parallel computing
- Technical leadership and mentoring experience
- Experience in RTL design, synthesis and timing closure
5
Skills For Assoc Learning Architect Resume
- Specialist experience of the learning and user
- Willingness to work outside the strict job description parameters, thinking creatively about how to provide the highest level of customer experience
- Educational publishing experience
- Editorial and/or learning design experience
- Experience in end-to-end process design and execution: design, development, administration and implementation
- Software development experience in Agile SW Development practices
- Flexibility, interest in technology, eagerness to learn and a good attitude towards work
- Establish and build strong global relationships within the GSO Organization
6
Skills For Sales Learning Architect Resume
- Education Level and or relevant experience
- Experience in a leadership, project management, or solutions design role
- Experience with CUDA/ Nvidia GPU
- Experience designing blended-learning programs
- Educational publishing and/or learning design experience helpful
- Experience working in a K–12 (primary or secondary) education setting
- Experience with a deep learning framework (Tensorflow, Torch/Pytorch, Theano, MXNet, and/or Caffe)
7
Skills For Senior Machine Learning Architect Resume
- Experience in machine learning and data science
- 6-12 Teaching experience helpful
- Educational publishing experience
- Experience in an industry and/or sales role
- Strong aptitude with sales methodologies in the area of solution sales
- Design effective performance measurement and evaluation strategies
- Strong background in Python and C/C++
- Characterizing and modeling system-level performance, executing comparison studies, and documenting and publishing results
- Designing, developing managing the end to end curation process as well as any enabling process across L&LD, including taxonomy
8
Skills For Senior Deep Learning Architect Resume
- Creating and maintaining enabling tools to support learning architects
- Remaining current on internal and external learning development capabilities including timing, costs and appropriate application
- Building relationships and maintaining communication with Learning Management teams
- Programming modern parallel architectures (e.g., GP-GPUs using CUDA framework)
- Understanding of computer vision, imaging applications, and required algorithms
- Creating a learning architect community of practice to drive adoption of curation processes across L&LD
- Understanding of adult learning principles; ability to learn new technology and apply to business needs
- Understanding of different types of AI/ML networks (e.g., CNN, LSTM, etc)
9
Skills For Associate Learning Architect Math Resume
- Adhering to applicable learning standards and guidelines
- Escalating issues as appropriate and providing recommendations to remediate issues
- Providing guidance and direction, as appropriate, to line of business learning architects
- Promotes teamwork and collaboration by valuing, leveraging, and developing the broader team to achieve team and enterprise objectives
- Strategic business focus with an understanding of the Leaders’ perspective on emerging learning opportunities to support key business objectives
- Advanced proficiency with Microsoft Office applications (e.g., Word, Excel, PowerPoint), as well as proficiency in learning authoring tools
- Collaborate with Sales, Talent Enablement, Sales Learning, and Sales Operations teams to plan, build, and run learning programs
- High level of autonomy leading and driving projects
10
Skills For Learning Architect Math Resume
- Serve as a market facing leader in Learning & Curriculum Development
- Supports team leads on assigned projects to design content for all learning products that meet specified learning and user requirements
- Partner with the learning management teams to drive adoption of operational changes and make recommendations for changes
- Balance strategy and execution: understand and articulate the big picture objectives, while driving out the execution of tactics and deliverables
- Thrive in a fast-paced, dynamic and evolving work environment
- MS or Ph.D. in Computer Science, Data Science, or Analytics with a focus in Machine Learning
- Machine Learning frameworks (e.g., Caffee, TensorFlow) and libraries
List of Typical Responsibilities For a Learning Architect Resume
1
Responsibilities For Machine Learning Architect Resume
- 2) Works with product owner(s) and cross-functional project teams to define the creative vision for both print and digital learning products. Creates high-level concept proposals to address specified requirements. Contributes to definition of optimal processes for designing and developing specified print and digital learning products
- 4) Works with cross-functional teams to design products that meet specified learning and user experience (UX) requirements, including writing appropriate prototype content, providing input into design decisions, and reviewing design outputs
- 5) Coordinates and reviews the work of editors and freelance writers; writes or revises portions of manuscripts, scripts, and storyboards; edits manuscript for several major components of a project according to project guidelines and divisional standards of quality and accuracy. Provides training and guidance to more junior team members
- Evidence of project management skills
- 6) Works effectively with other employees across the division; keeps Lead LA well informed of project progress and issues
- Experience in developing blended learning solutions
- Experience in speech recognition, computer vision or similar area
2
Responsibilities For Senior Learning Architect Resume
- Experience in the domain expertise listed above
- Defining and reporting on key metrics aligned to curation process
- Supports Learning Architects on assigned projects to design content for all learning products that meet specified learning and user requirements
- Familiarity with synthesizing designs to various FPGA and Silicon targets
- Maintain a working knowledge of Asurion's applications and system integration.
3
Responsibilities For Search Relevance / Machine Learning Architect Resume
- Ability and comfort interfacing with all levels of management and global teams
- Under direct supervision, coordinate and track work from editors, organize and schedule trainings, answer writers’ queries
- Coordinates and reviews the work of editors and freelance writers; writes or revises portions of manuscripts, scripts, and storyboards; edits manuscript for several major components of a project according to project guidelines and divisional standards of quality and accuracy. Provides training and guidance to more junior team members
- Works with Lead LA and cross-functional project teams to define the creative vision for both print and digital learning products. Creates high-level concept proposals to address specified requirements
- Intake requests and drive toward right-fit solutions (e.g., just-in-time (JIT), on-the-job (OTJ, electronic performance support system (EPSS), instructor-led training (ILT), and social media/digital options such as podcasts
- Analyze, design, develop, implement, and evaluate learning solutions for office-based employees and managers
- Create conceptual designs, storyboards, and script and non-scripted solutions
4
Responsibilities For Associate Learning Architect Resume
- Complete assigned projects on time and to requirements
- Maintain documentation and communication throughout projects to stakeholders
- Leverage Corporate Communications and HR platforms
- Contribute to the instructional design, product development (prototype design), and production of ELA technology and print program components from concept to fulfillment
- Use expertise in Phonics instruction, Universal Design for Learning Principles, and Multi-Tiered Systems of Support to help develop program prototypes, manuscript, and technology content that adhere to research, best practices and all program pedagogy
5
Responsibilities For Assoc Learning Architect Resume
- Support and contribute to content creation efforts for SIS ELA programs
- Contribute to the instructional design, product development (prototype design), and production of ELL (English Language Learning) technology and print program components from concept to fulfillment
- Use expertise in K-12 EL instruction, Universal Design for Learning Principles, and Multi-Tiered Systems of Support to help develop program prototypes, manuscript, and technology content that adhere to research, best practices and all program pedagogy
- Support and contribute to content creation efforts for SIS EL programs
- Under direct supervision, checks all stages of proof for assigned projects, including assisting in preparing materials for Design; participates in the creation and checking of content for tech products; effectively utilizes tech tools in the publishing process to facilitate development efficiency and enhance product quality
- Works with Lead LA and cross-functional project teams to define the creative vision for both print and digital learning products. Creates high-level concept proposals to address specified market requirements
- Supports Lead Learning Architects or Senior Learning Architects on assigned projects to design content for the educational market that meet specified learning and user requirements
- Participates in project planning for assigned projects and makes suggestions that address customer needs; completes competitive and standards analyses, research, literature searches, fact checking, and customer correspondence. Creates and accurately maintains planning and tracking documents for the project team
6
Responsibilities For Sales Learning Architect Resume
- Develop full program content and structural metadata with the assistance of Senior LAs, vendors, or contractors, ensuring that metadata rule-sets are followed
- Familiarity with both behavioral and synthesizable RTL code
- Strong communications skills, confidence; maturity; ability to quickly build relationships with, and influence senior executives. Capable of developing peer/expert credibility with senior Firm leaders and client service teams
- Strong collaboration skills; strong project management, team leadership; has a strong network of vendors relationships/innovators in Learning design space; comfort with ambiguity; aptitude for applying and innovating leading edge thinking on learning design
- Completed some coursework in Artificial Intelligence and Deep Learning
- Knowledge of machine learning architecture
- Exposure to GPU technology and hardware accelerators
7
Responsibilities For Senior Machine Learning Architect Resume
- Deep expertise and experience in the design and development of a broad portfolio of learning solutions including: blended learning programs, learning journeys, classroom simulations, game-based learning, and digital learning
- An investigative and problem solving mindset and natural sense of curiosity
- Driven to do the right thing, the right way
- Bias for creativity and innovation
- Comfortable with ambiguity and flexibility with change
- Broad background in relevant theory — familiar with statistical learning theory; information theory; recent theoretical results in machine learning; excellent foundation in linear algebra
- Familiar with pros/cons and applicability of various architectures (e.g., ResNet, PathNet, Capsule Networks, LSTM/GRU, etc) and different forms of hyper-parameter optimization (Bayesian, evolutionary, etc)
8
Responsibilities For Senior Deep Learning Architect Resume
- Work closely with project architects to align the projects’ architectural direction with domain roadmaps, standards and reference architectures
- Collaborate with other teams to address upstream and downstream integration dependencies via services and SLA’s
- Advising and/or coaching the learning architect on curation activities and decisions related to the recommendation of the optimal solution to meet the stated learning need
- Interact with senior leaders on enterprise curation requests
- Subject matter expertise in solutions and technologies that support sales
- Some travel required (less than 50%)
- Physical Science, Earth Science, or Environmental Science background
9
Responsibilities For Associate Learning Architect Math Resume
- Subject matter expertise in Grades 6-12 Math
- Work with internal architects, engineers and vendors to implement accelerated neural networks
- Dive into and take ownership for critical design and implementation issues
- Knowledge of instructional design practices, such as needs assessment, analysis, behavioral objectives and evaluation competencies
- Subject-matter expertise in specific curriculum area(s) e.g. 9-12 Math, or 6-8 Math
- Subject-matter expertise in specific curriculum 6-12 Mathematics
- Contribute to the instructional design, product development (prototype design), and production of math technology and print program components from concept to fulfillment
- Use expertise in K-12 math instruction, Universal Design for Learning Principles, and Multi-Tiered Systems of Support to help develop program prototypes, manuscript, and technology content that adhere to research, best practices and all program pedagogy
10
Responsibilities For Learning Architect Math Resume
- Tware development experience, with 7+ years experience in a software architecture role
- Strong knowledge and foundation of mathematical concepts
- Lead algorithmic research and development of various existing and novel deep learning operators on GPUs
- Review work with Senior Learning Architects, program authors and advisors on an as needed basis and incorporate feedback
- Collaborates across teams, working with Product Management, Production and Design to ensure that work aligns with product development plans, goals, and strategies
- Experience developing interactive instructional and/or assessment materials for elementary and/or secondary students, or comparable teaching experience
- Interact with teams developing frameworks like TensorFlow, PyTorch and ensure they are optimal for AMD GPUs
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