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Elle Bi
******@*******.*** + Phone: 408-***-**** + West Hollywood, CA
Sr. Web Analyst/ Sr. Business Analyst
Senior Analyst in product, web analytics, online marketing and business
intelligence development directing site/marketing/business optimization
strategy, and functional/business analysis of business intelligence and
data warehouse systems.
+ Proven track record of leadership in web analytics, data analysis and
business intelligence
strategies under very large web click streams and data warehouse
environment. Work cross-
functionally with product management, marketing, sales, data
services, engineering and
user experience regularly in social networking, online media,
music, finance, entertainment,
gaming and ecommerce industries.
+ Hands-on experience leading full life cycle stages of web applications,
web click streams
data and business intelligence system development effort, including
requirements definition,
function analysis/design, workflow, user cases, data modeling, project
management,
implementation, QA and maintenance.
+ Outstanding leadership and entrepreneurial problem solving capabilities
in business/
functional analysis, web analytics strategy and optimization, and
Agile project management.
Areas of Strength
Project Management Digital Media/Advertising
Database Marketing
Web Analytics Functional/Business Analysis
Statistics/Data Mining
Marketing Test/QA Marketing/Site Optimization
BI/Data Warehouse
Proficiencies
Analytics/BI: Omniture, DART, Google Analytics, ComScore, Data Analysis,
Data Mining, SAS, Content Management System, Microstrategy,
Business Objects, OLAP, MDX, Hyperion, SSAS
Marketing: New Media, Digital Advertising, Integrated
Marketing, Branding, PPC, SEM/SEO, Social Media Marketing,
Performance Based Advertising, Blogs, Bookmarking, Ad
Serving, Online Community, SAS, Database Marketing,
Campaign Optimization, WordTracker, WordPress
Prod Mgmt: Market Analysis, Performance Metrics, Business
Cases, Pricing,
Product Roadmap, Go-to-Market
Strategy, Sales Channel Support
Databases: Oracle, MS SQL Server, SQL, PL/SQL, DB2, VLDB
Others: Agile/Scrum, UML, RUP, ETL, ER, SDLC, ERP, SAP, CRM
Professional Experience
Sr. Analytics/BI Analyst, MySpace Beverly
Hills, CA 04/2008 - 06/2009 Established one of the world's largest
analytics and business intelligence system. Media and web analytics for
marketing, ad serving, monetization and UI optimizations.
+ Web analytics product definition and implementation to track
marketing campaigns, ad
serving and measure site visitors engagement stats. Business
analysis with product directors
to define key performance measurement metrics and translate into
reporting solutions.
Elle Bi
to define key performance measurement metrics and translate into
reporting solutions.
Come up with site, marketing and business optimization strategies
based on analytics
report data. Analytics products developed include site
categorization, executive dashboard,
top 100 page, new user home page A/B testing using
Microstrategy, OLAP reporting,
Excel, AJAX and asp.net.
+ Strategic marketing, SEO/SEM analysis based on the web analytics data
integrated from
SiteCatalyst, Google Analytics, ComScore and MySpace Data Warehouse.
+ Advertising product strategy and optimization with highly defined
audience segmentation
and contextual hyper-targeting for performance based PPC and
CPM ad campaigns, and
Google sponsored links. Social media content traffic monetization
on mobile, local, music,
video and home pages to drive optimal profitability with various
advertising initiatives and
value based pricing strategies. Analytics of Ad serving to
provide strategies and insights for
improving the advertiser products placement and branding.
+ Helped with the successful launch of Myspace Music digital
streaming products. Worked
with music industry SMEs for song merge and royalty payouts to
major partnered labels:
Warner Music, UMG, Sony BMG and EMI. Enhanced user experience for
music player.
+ Analyzed ComScore media metrics and imported Comscore media trend
information
through web services API for competitors site stats analysis and
comparison.
+ Developed Myspace UI redesign roadmap based on ethnographic user
research and
usability lab study that drastically enhanced user experience
with sitewide navigation, new
user home page, reduced clutter and advertisement. Cross team
work of stakeholders from
product, QA, technology and visual design during the UX and A/B
testing process.
+ Statistical and data mining analysis using SAS to build yield
optimization with predictive
modeling, audience hyper-targeting with segmentation techniques
and hypothesis test to
assess marketing A/B test results.
+ Hundreds of terabytes web click and music/video streams data
scalability ETL and
analytics reports development with parallel and distributed VLDB
databases. Data
architecture and data marts design based on business requirements for
streams data at
the detail (staging) and aggregation (analytics) level. SQL queries
and parallel data
pulling from 500 federation SQL Server databases.
+ Executed Agile (Scrum) project management process on a daily basis.
Made major
improvement to various systems that reduce errors and execution time by
70% to 80%.
Online Marketer, InterWave Marketing Los
Angeles, CA 03/2005 - 04/2008 Applied integrated marketing
communications and branding strategies to E-Commerce and B2B web sites
promotion and development.
+ Online marketing and lead generation using SEO/SEM, PPC, Keyword
research, Affiliate,
Email Marketing, Blogs and Bookmarking.
+ Business model, brand strategy planning, various industry market
researches and
competitive analysis.
+ Tested and compared multiple advertising campaigns with web analytics
and traffic
analysis tools. Campaign and site optimization based on testing results
for better
conversion rate.
Sr. Business Analyst/BI Lead, Vivendi
LA, CA 12/2005 - 08/2007 Business and technical savvy with hands on
experience in all facets of the planning, implementation and management
of BI and data warehouse solutions. Oversees the company's most important
Global BI system.
+ Translated and prioritized business requirements into solution plan,
roadmap and detail
Elle Bi
specifications. Collaborated communication with marketing, sales,
finance teams for
successful product launches.
+ Solution owner and subject matter expert on BI and data warehouse
solutions and strategy.
+ Lead the implementation of the company's brand new, global portal
gateway business
intelligence system using Teradata Decision Experts with data
source from Oracle 11i ERP
system. Solid understanding of financial, orders and sales
business processes in AR, AP,
budgeting and forecasting, general ledgers, inventory and point
of sales.
+ Gathered requirements, architected and transformed business rules into
technical
implementation. Getting buy-ins and assisted users with ad hoc report
creation.
+ Project management to keep the BI solutions roadmap updated with
planned deliverables
and timeline. Oversees and trains local and global BI team.
+ Business Objects Enterprises, ad hoc and OLAP report deployment
and maintenance for
various business function users.
+ Created and maintained ETL data flow using Business Objects Data
Integrator. Managed
Comshare Financial Applications with SQL Server databases and
Analysis Services cubes.
Business Analyst/DBA, Amada Inc. Buena Park, CA
7/2004 - 12/2005
Responsible for creating business blueprints and conducting ERP
functional analysis.
+ Led requirements definition and business process design efforts
with business and IT
Groups. Business process modeling and reengineering for SAP
processes.
+ Data analysis with business report generated from Hyperion and
Crystal Report.
+ Advanced enterprise electronic reports writing with solid database
and OLAP knowledge
using Hyperion and Crystal Report. Implemented web-portal reports
access.
Web Product Analyst, C.P.Morgan Carmel, IN
11/2000 - 5/2004
Worked with various business operation groups to define and develop
Java web applications
from concepts to completion.
+ From JAD session, business requirements document, translation to
functional specification,
data modeling, interface design and web application code
development, feedback sessions
and user training. Worked in collaboration with all stakeholders
and successfully led the
on-schedule transformation of Microsoft VBA based Bonus System
and Survey System to
innovative corporate Java web applications that achieved great
business optimization in
operations across multiple departments.
Work Eligibility
US Citizen
Education
MS (Data Mining) Purdue University
Digital Media, Digital Advertising UCLA
BS (Mathematics & Computer Science) Sanxia University, China
Certification
Certified Product Manager. Pragmatic Marketing
Professional Trainings
Agile/Scrum, Myspace CMS, Myspace Music, Steve Souders High Performance Web
Sites, Integrated Marketing Communications, Branding, Microstrategy,
Business Objects, Teradata
Leadership: APEX (Nonprofit) Board Committee Member