Mohit Gupta IIT - ISB - IIM — Product Manager

A conscientious 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 accredited 𝟭𝟳+ 𝘆𝗲𝗮𝗿𝘀 of experience in conceptualizing, developing, and deploying complex, 𝘀𝘁𝗮𝘁𝗲-𝗼𝗳-𝘁𝗵𝗲-𝗮𝗿𝘁 𝗱𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲 models to translate 𝗿𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 problems into structured data insights across diverse industries (𝗔𝘃𝗶𝗮𝘁𝗶𝗼𝗻 & 𝗔𝗲𝗿𝗼𝘀𝗽𝗮𝗰𝗲, 𝗖𝗣𝗚 & 𝗥𝗲𝘁𝗮𝗶𝗹, 𝗜𝗻𝗱𝗶𝗮𝗻 𝗧𝗮𝘅𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗨𝗦 𝗛𝗲𝗮𝗹𝘁𝗵 𝗖𝗮𝗿𝗲 ) & a strategist for data intelligence practice, GenAI, ML solutions by leveraging a precise combination of 𝘁𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗶𝗻𝘀𝘁𝗶𝗻𝗰𝘁 & 𝘀𝘁𝗮𝗸𝗲𝗵𝗼𝗹𝗱𝗲𝗿 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁. 𝗥𝗲𝗰𝗼𝗴𝗻𝗶𝘇𝗲𝗱 for driving 𝗺𝘂𝗹𝘁𝗶-𝗺𝗶𝗹𝗹𝗶𝗼𝗻-𝗱𝗼𝗹𝗹𝗮𝗿 data projects, building high-performing data science teams, and shaping 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 to solve pressing business challenges, optimize operations, and unlock 𝗻𝗲𝘄 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝘀𝘁𝗿𝗲𝗮𝗺𝘀. ▶ 𝗣𝗥𝗢𝗝𝗘𝗖𝗧 𝗢𝗩𝗘𝗥𝗩𝗜𝗘𝗪 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗼𝗱𝗲𝗹: Parts classification, Fuzzy Matching, Document Categorization, Safety Rate Prediction, Chart2Insights, Market Mix Modeling, RFM Segmentation, Interior Point Method, Travel & Expense, Demand Management Visibility Systems, Competitor Analysis. 𝗠𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝘆: Agile, Scrum 𝗥𝗼𝗹𝗲: Project Manager, Project Lead, Team Member 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: Python, ML, NLP, Excel, PowerPoint, Tableau, R, Time Series, Advance Analytics, SAS, SPSS 𝗖𝗹𝗶𝗲𝗻𝘁𝘀: Boeing, Absolutdata, Ogilvy, Indian Govt, United States Govt. 𝗚𝗲𝗼𝗴𝗿𝗮𝗽𝗵𝘆: USA, Australia, Thailand, & India

Stackforce AI infers this person is a Data Science expert with a focus on AI/ML solutions in diverse industries.

Location: Bengaluru, Karnataka, India

Experience: 17 yrs 7 mos

Skills

Machine Learning
Data Science Strategy
Data Analytics
Predictive Modeling
Data Engineering
Business Intelligence (bi)
Market Research
Data Visualization
Statistical Modeling
Risk Analysis

Career Highlights

17+ years of experience in data science.
Expert in AI/ML strategies and data-driven solutions.
Proven track record in managing multi-million dollar projects.

Work Experience

Boeing

Senior Data Scientist (9 yrs 8 mos)

Adobe

Advance Analytics Specialist (8 mos)

Infosys

Lead Analyst (3 yrs)

AbsolutData Research & Analytics Solutions Pvt. Ltd.

Senior Analyst (1 yr 1 mo)

Ogilvy & Mather Pvt. Ltd.

Senior Analyst (1 yr)

Sun Knowledge Pvt. Ltd

Risk Analyst (1 yr 10 mos)

Trump & Gates

Faculty-Actuarial Science (4 mos)

Education

CT-3 at Actuarial Society of India

M.Sc. at IIT-Delhi

M.Sc at Chhatrapati Shahu Ji Maharaj University

B.Sc. at Chhatrapati Shahu Ji Maharaj University

Mohit Gupta IIT - ISB - IIM

Product Manager

Bengaluru, Karnataka, India17 yrs 7 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

17+ years of experience in data science.
Expert in AI/ML strategies and data-driven solutions.
Proven track record in managing multi-million dollar projects.

Stackforce AI infers this person is a Data Science expert with a focus on AI/ML solutions in diverse industries.

Contact

Skills

Core Skills

Machine LearningData Science StrategyData AnalyticsPredictive ModelingData EngineeringBusiness Intelligence (bi)Market ResearchData VisualizationStatistical ModelingRisk Analysis

Other Skills

AI/ML Model DevelopmentPredictive AnalyticsNatural Language Processing (NLP)Python (Programming Language)SQLBig DataDeep LearningSupply Chain OptimizationTeam LeadershipAgile MethodologiesA/B TestingDigital Marketing AnalyticsMarketing Campaign OptimizationExtract, Transform, Load (ETL)Statistical Analysis

About

Experience

17 yrs 7 mos

Total Experience

2 yrs 6 mos

Average Tenure

9 yrs 8 mos

Current Experience

Boeing

Senior Data Scientist

Sep 2016 – Present · 9 yrs 8 mos · Bangalore · Hybrid

▶ 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗥𝗼𝗮𝗱𝗺𝗮𝗽: Partnered with 𝗦𝗲𝗻𝗶𝗼𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗹𝗲𝗮𝗱𝗲𝗿𝘀 in the preparation of the 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 Roadmap, a key strategic document that details the organization's vision & design, develop, implement data science 𝗴𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 𝘀𝘁𝗮𝗻𝗱𝗮𝗿𝗱𝘀, 𝗽𝗼𝗹𝗶𝗰𝗶𝗲𝘀, 𝗺𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗲𝘀 for delivering robust 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀.
▶ 𝗔𝗜/𝗠𝗟 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆: Proven ability in 𝗽𝗿𝗲𝗽𝗮𝗿𝗮𝘁𝗶𝗼𝗻 & 𝗲𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻 of comprehensive 𝘀𝗵𝗼𝗿𝘁-𝘁𝗲𝗿𝗺 & 𝗹𝗼𝗻𝗴-𝘁𝗲𝗿𝗺 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 for delivering bestin-class industry-specific commercial AI solutions 𝗶𝗺𝗽𝗿𝗼𝘃𝗶𝗻𝗴 the 𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝘀
▶ 𝗖𝗲𝗻𝘁𝗿𝗲 𝗼𝗳 𝗘𝘅𝗰𝗲𝗹𝗹𝗲𝗻𝗰𝗲: Instrumental in setting up a 𝗖𝗢𝗘 from scratch & building a 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲 supporting enterprise-wide data science projects for delivering innovative 𝗔𝗜/ 𝗠𝗟 & 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀.
▶ 𝗦𝗰𝗮𝗹𝗶𝗻𝗴 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀/ 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗧𝗲𝗮𝗺𝘀: Formulated a 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝘃𝗶𝘀𝗶𝗼𝗻 for Data Science Incubation Teams & successfully scaled 𝟭𝟬+ 𝗙𝗧𝗘 building 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆 products including design, development, delivery.
▶ 𝗟𝗮𝗿𝗴𝗲 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝘆: Delivery of 𝟱+ 𝗹𝗮𝗿𝗴𝗲-𝘀𝗰𝗮𝗹𝗲 programs & implemented advanced 𝗱𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲 𝘁𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀 for sizing, scoping, value creation, 𝗥𝗢𝗜 & reduced operational costs by 𝗫𝗫 𝗮𝗻𝗻𝘂𝗮𝗹𝗹𝘆.

Machine LearningAI/ML Model DevelopmentPredictive AnalyticsNatural Language Processing (NLP)Data Science StrategyStatistical Modeling+8

Adobe

Advance Analytics Specialist

Dec 2015 – Aug 2016 · 8 mos · Noida Area, India

▶ Trained on Adobe Analytics (Reports & Analytics, Ad-Hoc Analysis)𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀: Conducted 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 to optimize customer engagement, retention, and 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 for Adobe’s digital marketing 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀.
▶ 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Developed predictive models to 𝗲𝗻𝗵𝗮𝗻𝗰𝗲 𝗮𝗱 𝘁𝗮𝗿𝗴𝗲𝘁𝗶𝗻𝗴 and campaign effectiveness, 𝗶𝗻𝗰𝗿𝗲𝗮𝘀𝗶𝗻𝗴 𝗥𝗢𝗜.
▶ 𝗔/𝗕 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 & 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻: Led structured A/B testing initiatives to 𝗶𝗺𝗽𝗿𝗼𝘃𝗲 𝗨𝗫/𝗨𝗜 and maximize digital conversion rates.
𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Streamlined data ingestion, transformation, and storage processes for 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 and 𝗿𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴.

Data AnalyticsPredictive ModelingA/B TestingSQLPython (Programming Language)Digital Marketing Analytics+2

Infosys

Lead Analyst

Dec 2012 – Dec 2015 · 3 yrs · Gurgaon, India

▶ 𝗖𝗹𝗶𝗲𝗻𝘁 𝗔𝗱𝘃𝗶𝘀𝗼𝗿𝘆: Provided data-driven consulting to 𝗙𝗼𝗿𝘁𝘂𝗻𝗲 𝟱𝟬𝟬 𝗰𝗹𝗶𝗲𝗻𝘁𝘀, transforming raw data into 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲 business 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀.
▶ 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴: Designed statistical models for 𝗿𝗶𝘀𝗸 𝗮𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁, customer segmentation, and 𝗰𝗵𝘂𝗿𝗻 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗼𝗻.
▶ 𝗣𝗿𝗼𝗰𝗲𝘀𝘀 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Automated reporting and 𝗱𝗮𝘁𝗮 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, reducing manual effort by 𝟰𝟬%.
▶ 𝗘𝗧𝗟 & 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴: Built scalable ETL pipelines to support real-time and 𝗯𝗮𝘁𝗰𝗵 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴.

Business Intelligence (BI)Data EngineeringExtract, Transform, Load (ETL)Statistical AnalysisProcess AutomationSQL+1

Absolutdata research & analytics solutions pvt. ltd.

Senior Analyst

Sep 2011 – Oct 2012 · 1 yr 1 mo · Gurgaon, India

▶ 𝗠𝗮𝗿𝗸𝗲𝘁 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀: Delivered insights on consumer behavior, competitive intelligence, and 𝗽𝗿𝗶𝗰𝗶𝗻𝗴 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀.
▶ 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Created 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀 for performance monitoring and strategic 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗺𝗮𝗸𝗶𝗻𝗴.
▶ 𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗠𝗲𝗮𝘀𝘂𝗿𝗲𝗺𝗲𝗻𝘁: Evaluated 𝗺𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲𝗻𝗲𝘀𝘀 through attribution 𝗺𝗼𝗱𝗲𝗹𝘀 and trend 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀.

Market ResearchCompetitive IntelligenceData VisualizationCampaign AnalyticsMS-ExcelMicrosoft SQL Server+1

Ogilvy & mather pvt. ltd.

Senior Analyst

Sep 2010 – Sep 2011 · 1 yr · Bangalore, India

▶ 𝗟𝗲𝗱 various 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀, including 𝗥𝗙𝗠 segmentation, Cluster analysis, 𝗠𝗮𝗿𝗸𝗲𝘁 𝗕𝗮𝘀𝗸𝗲𝘁 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀, Cross-tabulation, Exploratory Data Analysis (𝗘𝗗𝗔), Post-Hoc tests, and Univariate Analysis, to 𝗲𝘅𝘁𝗿𝗮𝗰𝘁 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 for marketing and 𝗰𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗲𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁.
▶ Gained 𝗵𝗮𝗻𝗱𝘀-𝗼𝗻 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 in 𝗚𝗼𝗼𝗴𝗹𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀, leveraging web traffic data to assess 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝗺𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 effectiveness.
▶ Utilized 𝗣𝗼𝘄𝗲𝗿𝗣𝗼𝗶𝗻𝘁 𝗲𝘅𝘁𝗲𝗻𝘀𝗶𝘃𝗲𝗹𝘆 to present analytical results, 𝗰𝗮𝘀𝗲 𝘀𝘁𝘂𝗱𝗶𝗲𝘀, and 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 to stakeholders.
▶ 𝗖𝗼𝗻𝗱𝘂𝗰𝘁𝗲𝗱 and 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 training sessions on 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝘀 𝗮𝗻𝗱 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝗮𝗹 Techniques for the analytics team across 𝟯𝟲𝟬° 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀, Digital Analytics, and CRM Technology verticals.
▶ 𝗪𝗼𝗿𝗸𝗲𝗱 extensively on 𝗦𝗔𝗦 𝟵.𝟮 (𝗨𝗡𝗜𝗫 𝗘𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁) for statistical modeling and data processing.

RFM SegmentationEDAStatistical ModelingGoogle AnalyticsSAS 9.2Data Visualization+3

Sun knowledge pvt. ltd

Risk Analyst

Nov 2008 – Sep 2010 · 1 yr 10 mos · Kolkata, India

▶ 𝗣𝗿𝗼𝘃𝗶𝗱𝗲𝗱 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗴𝘂𝗶𝗱𝗮𝗻𝗰𝗲 on claims processing, Prescription Drug Event (𝗣𝗗𝗘) analysis, and validation 𝗳𝗶𝗹𝗲 𝗮𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁𝘀 as per CMS (𝗖𝗲𝗻𝘁𝗲𝗿𝘀 𝗳𝗼𝗿 𝗠𝗲𝗱𝗶𝗰𝗮𝗿𝗲 & 𝗠𝗲𝗱𝗶𝗰𝗮𝗶𝗱 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀) guidelines.
▶ Conducted 𝗿𝗼𝗼𝘁 𝗰𝗮𝘂𝘀𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 on PDE validation errors, 𝗶𝗱𝗲𝗻𝘁𝗶𝗳𝘆𝗶𝗻𝗴 corrective 𝗺𝗲𝗮𝘀𝘂𝗿𝗲𝘀 to improve compliance and 𝗮𝗰𝗰𝘂𝗿𝗮𝗰𝘆.
▶ 𝗟𝗲𝗱 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝗮𝗹 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀 to generate performance reports on claims processing and 𝗳𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀, ensuring 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗺𝗮𝗸𝗶𝗻𝗴.
▶ 𝗠𝗮𝗻𝗮𝗴𝗲𝗱 𝗿𝗶𝘀𝗸 𝗮𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 and predictive modeling, analyzing members' 𝗥𝗶𝘀𝗸 𝗔𝗱𝗷𝘂𝘀𝘁𝗺𝗲𝗻𝘁 (RA) factors to forecast monthly 𝗱𝗿𝘂𝗴 𝘂𝘁𝗶𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 trends based on 𝗱𝗲𝗺𝗼𝗴𝗿𝗮𝗽𝗵𝗶𝗰𝘀 and 𝗺𝗲𝗱𝗶𝗰𝗮𝗹 𝗵𝗶𝘀𝘁𝗼𝗿𝘆.
▶ 𝗢𝘃𝗲𝗿𝘀𝗮𝘄 the implementation of 𝗿𝗶𝘀𝗸 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀, 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴 𝗽𝗼𝗹𝗶𝗰𝗶𝗲𝘀, 𝘁𝗼𝗼𝗹𝘀, 𝗮𝗻𝗱 𝘀𝗰𝗲𝗻𝗮𝗿𝗶𝗼 𝗮𝗻𝗮𝗹𝘆𝘀𝗲𝘀 to enhance operational efficiency.

Risk AnalysisPredictive ModelingClaims ProcessingPDE ValidationCMS ComplianceFinancial Data Analysis+2