Predictive Analytics Resume Sample
Grayce Auer
570 Hintz Drive,
Detroit,
MI
+1 (555) 800 1576
Work Experience
Predictive Analytics Manager
05/2015
-
PRESENT
Los Angeles, CA
- Participating inknowledge/best practice sharing opportunities
- Analyze complex data sets, draw conclusions and relationships and develop actionable recommendations
- Effectively communicate actionable insights to category leads supporting their goals and objectives
- Prepare executive level presentations to clearly articulate results of complex mathematical analyses
- Interest in using data to solve problems in the construction and engineering industries – with a specific focus on the activities of our global supply network
- Collaborating with key internal and external stakeholders to gather and analyze needs and requirements to design and implement robust analytic solutions to support the identified needs
- Accessing data, constructing and manipulating large datasets to support planned analyses, using SAS, R, SQL, Python and similar tools
Predictive Analytics
11/2010
-
04/2015
Los Angeles, CA
- Understand, Analyze, and track network spend against revenue enabled for various products
- Use big data analytics to develop insight to network trends and gain understanding of market forces influencing trends
- Measure actuals against predicted volumes/targets to further enhance models and improve predictability
- Manage volume and network reporting requirements for Access, Edge and CORE
- Build and maintain network KPIs; analyze progress and enablers to advance program targets
- Learn and understand new technologies (internally and externally driven) and its impact to Verizon (ie: 5G, MEC, SDN/NFV)
- Create detailed network scenarios that reflect the impact of proposed changes to CapEx / OpEx spend required to support proposed technology changes/assumptions
- Being the go-to-person for network & technical modeling questions, including familiarity with next-gen network architecture and applications
Intern, Predictive Analytics
03/2008
-
09/2010
Dallas, TX
- Developing, testing and deploying predictive models for patient level outcomes related utilization of prescription drug benefits and overall medical services
- Collaborating with other analytic resources to envision and prototype business intelligence tools based on the predictive modeling functionality
- Constructing and delivering written reports of the analytic findings in a variety of formats (reports, PPT, including visualization of data and findings), formulating recommendations, and effectively presenting the results to potential non-analytic audiences
- Tailoring the analytic solution to the specific client need and constraints of delivery timelines; Applying creativity in developing analytic solutions based on available data sources, and in representing analytic findings in reports,
- Lead a large cross-functional team to support the reduction of spend across various environments in the business in support of $10B target
- Manage the analysis tied to evaluating Greenfield opportunities across the network footprint
- Drive compliance across IOF space in regards to minimizing spend on deploying fiber to supporting transport
- Develop and maintain annual models to support FTTP Build requirements and track monthly against entire FTTP build
- Maintain visibility to the network usage with tie into overall capital and expense spend
Education
Grand Valley State University
2004 - 2008
Master's Degree in Statistics
Professional Skills
- Solid execution skills complemented by analytical, quantitative and problem solving skills
- Excellent verbal and written communication skills; strong ability to explain technical results to technical and non-technical audiences
- Outstanding verbal and written communication skills and experienced in developing interpersonal relationships
- Strong negotiation, conflict resolution, and influencing skills
- Extremely detail oriented, with excellent problem-solving skills
- Strong communication and collaboration skills; ability to comfortably communicate with all levels of employees, including executive leadership
- Programming skills in PL/SQL and object oriented languages including Visual Basic
How to write Predictive Analytics Resume
Predictive Analytics role is responsible for languages, programming, digital, leadership, reporting, finance, training, integration, database, java.
To write great resume for predictive analytics job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Predictive Analytics Resume
The section contact information is important in your predictive analytics 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 Predictive Analytics Resume
The section work experience is an essential part of your predictive analytics 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 predictive analytics responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular predictive analytics position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Predictive Analytics resume experience can include:
- Strong communication skills. Ability to present results and identify key insights from the data
- 7) Proven project management experience
- Demonstrated ability to establish priorities, organize, and plan work
- Professional experience building, implementing and/or maintaining predictive models
- Professional experience building, implementing and/or maintaining predictive models on very large datasets
- Experience with data mining using big data technologies such as Hive or Hadoop
Education on a Predictive Analytics Resume
Make sure to make education a priority on your predictive analytics resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your predictive analytics 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 Predictive Analytics Resume
When listing skills on your predictive analytics 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 predictive analytics skills:
- Strong communicator who can deal effectively across all departments at all levels
- Excellent written and oral communication skills, with a focus on customer service
- Identify approaches and enhance skills to solve new problems
- Versatile interpersonal communication style. Able to communicate effectively at multiple levels within the organization, both verbally and in writing
- Identify opportunities to improve the efficiency and effectiveness of Experience Analytics CoE processes
- Expert skills w/ Excel, VBA programming, SAS PL/SQL, object oriented languages (Visual Basic) and Macros
List of Typical Experience For a Predictive Analytics Resume
1
Experience For Predictive Analytics Manager Resume
- Prepare presentation materials and formal business case documents for use with senior management to promote findings and drive science based decision support recommendations
- Statistical modeling (including use of panel data) and predictive modeling experience (including logistic regression, decision tree, random forest, neural network, clustering analysis)
- Develop and execute strategic experience study and monitoring plan ensuring a robust internal control environment exists for Canadian Division
- Demonstrable experience in building predictive analytics and condition monitoring systems in industrial domain
- Develop initial value quantification during project ideation phase to enable project prioritization
2
Experience For Predictive Analytics Senior Analyst Resume
- Familiarity with and hands on experience with scientific programming notebooks (e.g., Jupyter, Beaker, Zeppelin)
- Extensive experience with Excel, SAS, R and/or SQL
- Ensure the determination of requirements and project plans. Establishes priorities and ensures progress
- Train and guide both new and experienced data analysts
- Educated/experienced on numerical, statistics or scientific computation
- Excellent communication abilities in English and Bahasa Indonesia
3
Experience For Predictive Analytics Team Lead Resume
- Proficient in data modeling, merge/purge, query, and reporting in SAS, DBMS (e.g. Oracle, DB2, ACCESS), and other systems
- Firm grasp of data warehouse concepts, including an understanding of front-end data entry and back-end data consumption
- Design and implement data architecture, analytics environments, and methodologies for analyzing and storing large sets of structured and unstructured data
- Transform data into a usable state using appropriate analytic tools and techniques
- Present findings, recommend assumptions and produce detailed management study reports using user friendly visualization, presentations
- Perform regular monitoring of assumptions and create detailed reports
- Guide & support strategic insights on Value Based Marketing
4
Experience For Predictive Analytics Sector Leader Resume
- Deliver in scale and agility to allow quick responses to changing market conditions
- Iterative problem solving
- Use advanced statistical modeling and analysis to understand relationships between diverse forms of customer data and business KPI's
- Interest in statistical methods, root cause analysis
- Conducting advanced statistical analysis and research to enhance predictive modeling capability, and to broaden and deepen the impacts on consumer marketing in direct and digital channels
- Complying with governance process to ensure model development quality and result execution
5
Experience For Senior Manager, Predictive Analytics Resume
- Building a strong relationship with both internal business partners and external clients to expand the influence of Predictive Analytics on Alliance Data’s business
- Managing and developing a team of associates as a mentor and leader
- Develop and enhance predictive servicing strategies to improve customer experience and save operating costs and work with all stakeholders and partners to implement them into customer service systems
- Understand and predict customer inquiry intent to promote customer self-service, improve customer/agent satisfaction when agent assistance is needed and strengthen customer engagement with Discover
- Leverage a variety of modeling strategies and simulation tools to understand and predict customer behavior and develop overall strategies that optimize efficiency and customer experience metrics
- Experience with unstructured data is desired
- Develop comprehensive Cost Benefit Analysis (CBAs) to capture financial impact of initiatives
6
Experience For Predictive Analytics Value Quantification Manager Resume
- Conduct cost and profitability studies for customer segments, merchants and product types to optimize and enhance business operations
- Work with business partners to define and refine new business operational metrics
- Present findings and actionable recommendations to senior leadership to drive strategy
- Proficiency with SAS, SAS Enterprise Miner, Python or R
- Build and maintain a consistent reporting structure that drives transparency into analytic project value quantification and KPI and financial metric forecasting and measurement
- Assist D3 and business unit partners in predictive analytic initiative CBA business case development and execution –
- Professional work experience as a data scientist or on advanced analytics / statistics projects with 5+ years experience performing data mining or statistical analysis in Life Sciences industry
7
Experience For Lead Analyst Predictive Analytics Resume
- A desire to understand how technology (cognitive computing, artificial intelligence, machine learning) is enabling industry transformation and how to apply this technology to support client transformation programs
- 5) Strong programming skills in SAS, SQL or comparable tools
- Demonstrate strong initiative to research and apply new methods and digital technologies to exceed customer expectations
- Demonstrate strong customer focus in the application of Analytics techniques and digital technologies to solve business problems
- Experience: 7 - 9 years
8
Experience For Configuration Owner, Predictive Analytics Resume
- Demonstrate a breadth and depth of knowledge in the application of statistical and/or digital methods to solve business problems
- Demonstrate significant knowledge in the use of Data Analytics software solutions
- An understanding of clinical trials, drug discovery and drug development processes
- Leads a team responsible for developing and enhancing predictive servicing strategies that improve customer experience and save operating costs, and implementing them into customer service systems
- Understand and predict customer inquiry intent to promote customer self-service, improve customer/agent satisfaction when assistance is needed and strengthen customer engagement with Discover
9
Experience For Manager, Predictive Analytics & Optimization Resume
- Leverage a variety of modeling strategies and simulation tools to understand and predict customer behavior. Develop overall strategies that optimize efficiency and customer experience metrics
- Oversee a team of Data Science/Advanced Analytics professionals. Hire, develop and retain talent, and manage career pathing for the team members
- Conduct cost and profitability studies for customer segments, merchants and products types to optimize and enhance business operations
- Leverage analytics and process improvement methodologies to provide a data-driven approach to improvements
- Develop comprehensive Cost Benefit Analysis (CBAs) to capture financial impacts of initiatives
10
Experience For Intern, Predictive Analytics Resume
- Provide predictive analytical support and analysis for the development of programs and propensity models
- Provide program production and launch support through identification of target population
- Develop an understanding of company strategy and business objectives. Understand products, programs, pricing and incentives. Analyze and assess current effectiveness and continue to refine current programs
- Develop statistical models using syndicated, depletion, execution, shopper and consumer data. This includes collecting, modeling, analyzing, and reviewing internal, retailer, and consumers datasets using statistical modeling and data visualization programs to provide insights and answer identified business questions
- Supporting the Director of Predictive with converting findings into insights consumable by business leaders
List of Typical Skills For a Predictive Analytics Resume
1
Skills For Predictive Analytics Manager Resume
- Experience: 5 or more years of experience; exhibits leadership qualities
- 6) Solid experience with VBA, EXCEL, ACCESS, UNIX, LINUX, MVS, R, SAS, Cognos
- 3) At least 7 years progressive experience in statistical modeling, data analysis, reporting or equivalent quantitative analysis
- Experience in analytics, modeling, and reporting
- Strong working knowledge of co-brand/bank card marketing program strategies
- Experience in analytic, modeling, and/or data visualization tools (examples: Alteryx, Tableau, R, Mondrian, SAP Predative)
2
Skills For Predictive Analytics Senior Analyst Resume
- Demonstrate competency in explaining the value of analytic techniques to non-technical stakeholders
- Have a strong focus on continual learning in the Analytics field
- Experience developing analytics in the financial industry
- Experience in Advanced Analytics/Data Science
- Experience in the finance or management consulting
- Experience in insurance-specific predictive modeling
- Review analysis of observable experience produced by reporting team to support planned studies
- Candidates with experience working for software development organizations, particularly in the area of analytics
3
Skills For Predictive Analytics Team Lead Resume
- Experience in Data Science or related role
- Hands-on experience with either Python, R, Tableau, Smart Signal, or similar tools
- 2) Insurance experience, specifically, Property & Casualty
- Product development and pricing experience, preferably with an auto finance, mortgage, credit card or banking organization
- A passion for personalized medicine and a strong desire to participate in forward-thinking healthcare transformation programs
- Experience with Tableau, QLIK and Microsoft Excel
- Demonstrated leadership abilities in college or community activities
4
Skills For Predictive Analytics Sector Leader Resume
- Experience with analytic presentation software (Tableau, Power BI, Etc.)
- Developing data-driven marketing proposals/initiatives/presentations to enhance customer relationship and increase profitable sales
- Forecasting – time series, etc
- Managing complex projects related to a wide variety of financial, utilization, and operational business needs
- Work cross-functionally with Marketing, Business Technology, Card Operations, Risk and Finance areas while formulating and implementing new business strategies
- Participate in and lead an Analytics team responsible for analyzing data to assess trends, measuring claim outcomes, and recommending action plans
- Develop and maintain predictive models for pricing, underwriting, and claim adjusting
5
Skills For Senior Manager, Predictive Analytics Resume
- Write codes for data mining, machine learning, information retrieval, recognition, etc
- General understanding on unstructured data modeling, analytic and computation
- Partner with internal business partners in gathering business requirements and developing advanced analytical solutions to complex problems
- Hands on active participation in analytical projects delivering improvements in decision-making and business strategies via advanced analytics
- Multivariate analysis - Clustering, factor, principal component, etc
6
Skills For Predictive Analytics Value Quantification Manager Resume
- Deep understanding of the business of P&C insurance and insurance data
- Expert level in using data and analysis to identify business insights
- Knowledge of retailer/sales data, including digital/eCommerce data
- Currently pursuing a Master’s Degreein Statistics, Data Science, or other related fields
- Analytic support for the company’s marketing campaigns
- Use statistical modelling and analysis to understand relationships between diverse forms of customer data, network data and business KPI's
- Lead the creation of new data processes as identified through industry benchmarking and collaboration with Verizon's data scientist community
7
Skills For Lead Analyst Predictive Analytics Resume
- Have a clear vision in setting a direction to turn data into business insights
- Maintain an ongoing two year product analytic application roadmap
- Successfully execute multiple technology projects, products and teams, releasing major software projects and maintenance releases
- Evaluates entire portfolio of projects, ensuring resource supply and demand are balanced
- Develop process documentation to provide on-going support of analytic data
8
Skills For Configuration Owner, Predictive Analytics Resume
- Develop reports using Tableau and other tools deployed for use by Risk Solutions team members
- Conduct internal code tests (static analysis, correctness, performance and profiling tests)
- General understanding of design and implement data analytic/computation algorithms
- General understanding on big data computation model and analytical algorithms
- Exposure to machine learning or predictive analytics models at massive scale
- Participate in the design, implementation and interpretation of experiments/trials for continuous refinement of on-going strategies
9
Skills For Manager, Predictive Analytics & Optimization Resume
- Translate predictive insights from complex analytical framework to marketing investment optimization
- Collaboration with E&P subject matter experts
- Proven project management skills; ability to plan, execute and control a project, establishing realistic estimates and reporting metrics, effectively allocate limited resources
- Assess project risks and exposures; identify options and alternatives, make decisions, and implement improvements
- Coach, direct and develop individuals to achieve individual, departmental and company goals
- MS/MBA with strong quantitative coursework (engineering, mathematics, statistics, economics, computer science, etc.) and background in analytics and process improvement
- Research bent of mind and comfortable with ambiguity
- For more information about these 2 PhD positions contact dr. Mykola Pechenizkiy by e-mail: m.pechenizkiy@tue.nl
- For more information about the employment conditions contact drs. Charl Kuiters (HR advisor), e-mail: pzwin@tue.nl or by telephone: +31 40 247 2321
10
Skills For Intern, Predictive Analytics Resume
- Develop new models to address business needs, as well as identify and implement improvements to existing solutions; projects are diverse and can take a number of forms (e.g. simulation, linear/non-linear optimization, prediction, machine learning)
- Create and maintain documentation for analytics, tools, and processes to ensure effective transition to end users
- Serve as a subject matter expert and consultant for integrated problem-solving and complex modeling projects
- Build tools which best balance a varying mix of success measurements, business needs, and priorities (e.g. accuracy, specificity, longevity, sustainability, self-sufficiency)
- Research and review demand/supply drivers, operational/profitability levers, and other sources of insight through advanced data mining techniques
List of Typical Responsibilities For a Predictive Analytics Resume
1
Responsibilities For Predictive Analytics Manager Resume
- Demonstrate thorough knowledge of, or willingness to learn about Caterpillar Inc.; its products and services; its internal systems, processes, and procedures; and its relevant external influences (competitors, laws and regulations, market conditions, etc.)
- Contribute to enterprise-wide projects that address a broad range of systems challenges that require the highest level of technical expertise combined with a good understanding of the company. Help shape technology strategy and drive execution of the quantitative analytics platform to drive efficiency and scalability
- Lead and supervise predictive modelers and software engineers to produce effective tools and analytics products
- Excellent knowledge of software development tools and methodologies
- Very good knowledge of Java and cloud-based frameworks/environments
- Experience with Adobe suite (particularly Analytics, Audience Manager, Test and Target). Knowledge of Hadoop and Apache Spark
- Support the career development of the team (objective setting, performance management, talent management, etc.)
2
Responsibilities For Predictive Analytics Senior Analyst Resume
- Lead and manage predictive analytics/modeling efforts and the development and implementation of associated analytics/modeling programs. Provide strategic direction to team and guidance and support to assist in removing major project impediments
- Work with business stakeholders to identify and research new areas to apply predictive modeling and other advanced analytics
- Establish credibility & build deep relationships with senior technical staff to generate common understanding of the predictive analytics strategy
- Manage projects to produce and evolve models, system components and quantitative analytics API
- Facilitate a work culture that promotes the development and retention of high quality, technology staff
- Participate in recruitment activities and strategies for technology and contribute to recruitment for other areas
- Work in a multi-geographic team environment
- Has responsibility for performance, development and coaching of staff (i.e. hiring, firing, performance management, salary, etc.). Ensure new members of the team / unit receive training
- Collaborate with members of underwriting, claims, and other teams to develop data analytics tools
3
Responsibilities For Predictive Analytics Team Lead Resume
- Perform data quality analysis to ensure accurate and complete data
- Manipulate data into standard formats for import into complex third party software
- Develop comprehensive knowledge of both business information data sources and business data rules
- Communicate results and recommendations to department management and company management
- Partner with key business partners and work within team to identify, scope, and execute analytic efforts that leverage data to answer business questions, solve business needs, and add business value
- Maintain a broad understanding of the pharmaceutical industry (from discovery to commercialization) and be fully engaged with teams, bringing an objective voice to the table, and facilitating decisions grounded in data
- Creating and driving standards for data capture, storage, and transformation
- Streamline and prepare data for analysis through understanding of data flow and integration
4
Responsibilities For Predictive Analytics Sector Leader Resume
- Perform data exploration, predictive models, and computations on complex project
- Work closely with architect (DA) and engineer (DE) to deliver specific data computations
- Design, gather and manage large datasets from multiple sources
- Build data visualization packages based on initial prototypes
- Provide detail documentation for algorithms and data visualization package
- Utilize version control and lifecycle tools to manage codes and tasks in project
- Actively contribute in backlog ideation and consistently improve core competency
- VBA, EXCEL, ACCESS, SQL Server, Teradata, UNIX, LINUX, MVS, R, SAS Enterprise
5
Responsibilities For Senior Manager, Predictive Analytics Resume
- VBA, EXCEL, ACCESS, SQL Server, Teradata, UNIX, LINUX, MVS, R, SAS Enterprise Miner, Congos
- Knowledge of survival analysis, Bayesian analysis, discriminant, correspondence, multi-dimensional scaling, design of experiments, decision trees, GAM, neural networks, text mining and geospatial analysis
- Quickly acquaint oneself with enterprise data environment and extract, analyze and draw insight to be leveraged by the business
- Great attention to detail and stress on best practices around data quality and methodology
- 4) At least 2 years in a Supervisor or Management capacity or Technical Lead with similar responsibilities
- Expert level in Microsoft Office Suite (Outlook, Excel, Word, Access, PowerPoint)
- Knowledge of Nielsen or IRI scan data
- Knowledge of Nielsen or IRI household panel data
6
Responsibilities For Predictive Analytics Value Quantification Manager Resume
- Knowledge of shopper and consumer data
- Manage multiple projects, with the ability to work independently and autonomously
- GPA 3.25 and above
- Willingness to work for an international company
- Read and decipher data models
- Knowledge of relational database tools (i.e. SQL, Microsoft Access, etc.)
- Define and lead best practices around process and business analysis tools
- Research and develop analysis, forecasting, and optimization methods to improve the quality of Network quality of service; example application areas include throughput optimization, end-user behavioral modeling, and live experiments
7
Responsibilities For Lead Analyst Predictive Analytics Resume
- Develop and implement machine learning and optimization algorithms across multiple platforms to create scalable solutions with actionable insights from complex data sets
- Lead strategic efforts across the wireline/wireless organization, leveraging advanced analytics to optimize processes and procedures that lead to improved Network KPIs, working capital optimization and cost reduction
- Architect and design solutions to handle complex predictive modeling problems
- Oversee the design, development, implementation, and maintenance of the systems for data acquisition, ETL, and management of large and complex datasets
- GLM – multiple regression, logistic regression, log-linear regression, and variable selection
- Experience applying advanced predictive analytics to develop solutions for areas such as marketing, underwriting, pricing, product, product development, risk management, operational optimization, retention, fraud detection, and claim management
- Architect and design solutions to complex predictive & prescriptive modeling challenges including capital optimization across our Networks
- Research and develop analyses, forecasting, and optimization methods to improve the quality of Network quality of service; example application areas include throughput optimization & end-user behavioral modeling
- Lead strategic efforts across the Network organization, leveraging advanced analytics to optimize processes and procedures that lead to improved Network KPIs, capital optimization and cost reduction
8
Responsibilities For Configuration Owner, Predictive Analytics Resume
- Lead a large strategy team to develop and communicate Verizon’s network technology strategy
- Communicate the strategic plan and KPIs to senior leadership and respective leads across the business
- Deliver and maintain a strategic view of network evolution and convergence plans tied to rollout of the intelligent Edge Network. This requires interactions across multiple organizations to identify and document network technology, cost requirements, and savings benefits
- Create detailed scenario analyses merging strategic understanding and current program status with hypothetical program changes to understand impact of proposed changes to CapEx / OpEx spend required to support proposed changes
- Define key success metrics and create dashboards / reports to communicate results and monitor KPIs
- Field of Study: Predictive Analytics, Information Technology, Statistics or a related discipline
- Broad statistics and business knowledge to identify and understand opportunities to implement analytical solutions to business problems
9
Responsibilities For Manager, Predictive Analytics & Optimization Resume
- Have a can-do attitude and get hands-on on assigned projects
- Hands-on experience in building statistical models to address business problems via regression, segmentation, decision tree, time series, design of experiments and other multivariate analysis
- Proficient in SAS, and/or R/ Matlab
- Advanced programming skills in one or more statistical languages, such as R, Python, or SAS. Highly proficient with Microsoft Excel, and Microsoft PowerPoint. Familiar with relational databases and “Big Data” technologies
- Coach & provide guidance to Data Scientists & Data Analysts in the team by leveraging theoretical and practical knowledge of advanced analytic methods and algorithms
10
Responsibilities For Intern, Predictive Analytics Resume
- Effectively plan and execute work assignments, monitor progress and implement changes. Document all experience studies including material results and prepare ongoing schedules for planned study dates, data availability, constraints and development of assumptions for all actuarial liability calculations
- Build and maintain processes to ensure accurate information is reported and provided to the Finance business areas
- Identify new opportunities to drive the business growth
- Evaluate business trends and develop successful solutions that enhance business performance
- Strategic thinker - processes information through a strategic lens and applies tenants of systems thinking to issues / assignments; ability to balance strategic thinking into idea execution
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