
Smeet Malvania
Analyst

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About me
Data Solutions @ Cruxdata | Getting Data ROI for SMEs and Startups
Education

Victoria Junior College
2008 - 2011High School Physical Science and EconomicsActivities and Societies: Cricket • Secured highest distinctions in Mathematics, Physics, General Paper and Project Work.• Awarded A*Star Scholarship and was part of the 4-year Victoria Integrated Programme.

S N Kansagra
1997 - 2007
Georgia Institute of Technology
2021 - 2024Master of Science - MS Computer ScienceFocus: Computing Systems

Singapore Management University
2012 - 2016Bachelor of Business Management Analytics and MarketingActivities and Societies: SMU Debating Society, SMU Film Society, Business Intelligence and Analytics • Candidate for degree of Bachelor of Business Management.• Majoring in Analytics and Marketing.• Expected Graduation: May 2016.• Awarded the Dean’s List (AY2012-13, 14-15 & 15-16) for academic excellence.• Final Year GPA: 4.00 / 4.00.• Cumulative GPA: 3.73 / 4.00.
Experience

The Galaxy Education System
Jun 2013 - Jul 2013Analyst• Worked as an Analyst for a period of 2 months.• Resolved workload distribution for teaching personnel and teaching resources.• Executed duties in relation to Database development and management of Job Applications.• Devised cost structure for prospective programs offered by the educational institution.• Shadowed Administrative staff for purpose of Role Analysis and workload optimization.

IDC
Apr 2014 - Aug 2014Research Analyst• Served as project manager in the End-User Research and Statistics team.• Designed and administered online and telephonic surveys in the Asia Pac region.• Conducted primary research through collection and analysis of raw data using SPSS to develop actionable consumer and business insights for a Telco and 3 other ICT companies.• Served as the primary middleman between fieldwork agencies and consultants for consulting projects and syndicated studies.

Millward Brown
May 2015 - Aug 2015Quantitative Client Service Intern• Worked on Tracking, ad-hoc and link (ad testing) projects on several accounts.• Managed and improve project workflow on major accounts for the half yearly reporting period.• Developed valuable insights for consumer reports for various markets across the APAC region.• Maintained and improved monthly dashboards indicating important brand metrics for clients.• Introduced global initiatives to provide more robust report quality and research methodology.

Tableau Software
Jan 2016 - Apr 2016Product Consultant• Provided Pre-sales support for prospects to drive successful opportunities in the sales division.• Consulted with clients through data review to recommend optimal data strategy through Tableau.• Conducted product demonstrations with several commercial and enterprise deal stakeholders.• Engaged in analytical problem solving during client POC to drive the Tableau value proposition.

Study Group
Jun 2016 - Feb 2018Knowledge Engineer• Automated global sales reporting to accelerate and optimize report delivery for the Global Sales team.• Designed and delivered data products for forecasting, budget planning and sales target setting.• Implemented sustainable backend solutions with a robust data pipeline to put into production machine learning algorithms to improve capacity planning and resource allocation.• Supported sales ad-hoc data analytics queries for senior management decision making.

Marina Bay Sands
Feb 2018 - Mar 2021• Improved long term asset yield through optimization of gaming assets - Slot Games and Table Games.• Enhanced data-driven decision making across multiple business units by accelerating Tableau adoption. • Designed and developed the data platform to establish the single source of truth for enterprise analytics.• Optimized manpower scheduling and dealer assignment for continuous and sustainable yield improvement.
Data Specialist
Sept 2020 - Mar 2021Senior Data Analyst
Apr 2019 - Sept 2020Analyst
Feb 2018 - Apr 2019

Xendit
Mar 2021 - Jan 2024BI, Analytics Engineering, Event Tracking• Achieved engagement rate of >80% from ~100 data champs in the organization.• Built event tracking fidelity with an Open Source Cross-Platform Event tracking library (Snowplow) that captured >2mn events a day on Xendit's frontend and backend properties• Deployed foundational data models using DBT serving >300 users of the Data Platform (Databricks and Looker)

Cruxdata
Mar 2021 - now• Led BI platform implementations for Xendit, a regional fintech unicorn in South East Asia, scaling self service for >1,000 people org with a team of 3 dedicated BI/analysts. Streamlined data management, enhanced decision-making capabilities, and improved operational efficiency.• Drop >80% engagement amongst ~100 data champs by implementing and scaling a federated data model in the company.• Codified and managed event schemas for app and web data acquisition, optimizing data capture processes and enabling accurate event modeling in BI platforms.• Implemented front-end tracking mechanisms for apps, websites, emails, and server-side interactions, facilitating comprehensive data collection for analysis and insights generation.• Conducted individual and team coaching sessions to help clients distill key metrics, fostering a sense of ownership and accountability among staff members for driving performance improvements Show less
Managing Director
Jan 2024 - nowData Consultant
Mar 2021 - Jan 2024
Licenses & Certifications
- View certificate

Google Analytics Certificate for Beginners
GoogleMar 2021 
Certificate in Computing Foundations
National University of SingaporeMay 2020- View certificate

Mathematics for Machine Learning: Linear Algebra
CourseraJul 2019
Honors & Awards
- Awarded to Smeet MalvaniaQuarterly Award Study Group Nov 2016 Awarded the Quarterly Award for valuable contribution in delivery of key business planning initiatives.
- Awarded to Smeet MalvaniaDean's List for Academic Excellence Singapore Management University Jun 2016 Awarded to students with a Cumulative GPA of greater than 3.7/4.0 for the previous Academic Year.
- Awarded to Smeet Malvania1st place, SAS Analytics competition SAS Group Jan 2016 As part of the competition, the team of 3 was tasked with analyzing a large dataset with mobile reviews to recommend business insights for a potential mobile manufacturer. As a focus, the team chose to optimize the release strategy by answering three primary questions: What features to launch with, who to target and when to release. Among various machine learning techniques and development of a comprehensive SAS VA dashboard, the final deliverable convinced judges owing primarily to the… Show more As part of the competition, the team of 3 was tasked with analyzing a large dataset with mobile reviews to recommend business insights for a potential mobile manufacturer. As a focus, the team chose to optimize the release strategy by answering three primary questions: What features to launch with, who to target and when to release. Among various machine learning techniques and development of a comprehensive SAS VA dashboard, the final deliverable convinced judges owing primarily to the methodology involving computation and visualization.http://www.cio-asia.com/tech/applications/team-trisas-wins-sas-smu-analytics-competition/http://www.smu.edu.sg/news/2016/02/04/team-trisas-wins-sas-smu-analytics-competition Show less
- Awarded to Smeet MalvaniaDean's List for Academic Excellence Singapore Management University Jun 2015 Awarded to students with a Cumulative GPA of greater than 3.7/4.0 for the previous Academic Year.
- Awarded to Smeet MalvaniaDean's List for Academic Excellence Singapore Management University Jun 2013 Awarded to students with a Cumulative GPA of greater than 3.7/4.0 for the previous Academic Year.
Volunteer Experience
Head of Marketing and Sponsorship
Issued by Project Gazaab on Dec 2013
Associated with Smeet Malvania
Languages
- enEnglish
- hiHindi
- guGujarati
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