Honestbee (B2C/B2B Grocery Delivery App)
- Developed code in Python/SQL and created Looker dashboards to aid product, financial and marketing analytics
- Interfaced with multiple stakeholders, acting as internal data consultant to suggest short to long term data analytics solutions
- Managed projects using Trello and Github to efficiently track task completions and reduce lead times
- Introduced unstructured data processing framework, enhancing native Amazon Redshift performance across data science
Funding Societies (P2P SME Digital Financing App)
- Designed fraud detection data workflow, saving the company 56 hours/week in regulatory reporting
- Migrated firmwide reporting system from R/Python/Slack structure to Periscope based reporting
- Led prototyping for reports in Sisense and actively participated in training analytics team members on new tool
- Migrated database from datalake to data warehouse approach, increasing report processing speeds by 82%
- Leveraged JIRA to accurately assess scope of work and plan data analytics projects using story point based approach
ResumeRanks (Machine Learning Based Resume Scoring App)
- Worked directly with CEO and Investor to define data scope of application
- Liaised with sales/product/technical teams in India on outsourcing firm end
- Ensured development effort, QA and Testing hours were in line with budget and timeline for project
- Conducted industry analysis to ensure product market fit from data perspective
Integra Consultants (Fixed Income Analytics Consulting)
- Developed complex SQL procedures to report on key metrics for customer data, leading to better strategy and goal setting
- Built logistic regression model in Python to predict probability of default for credit card client, reducing default losses by 27%
- Created daily/monthly dashboards in Tableau to facilitate analysis for product management and marketing teams