Data Science & Data Engineering Case Studiesuser2021-07-06T17:09:43+00:00

Case Studies

sigmoid-case_studies-price_optimization

15% lift in new user conversion using MTA and MMM

Real-Time Demand Generation Attribution

sigmoid-case_study_data_lake_thumbnail

Automated Data Ingestion from 10+ retailers for near real-time insights into sales trends for a CPG company

Data Lake creation

sigmoid-case_studies-customer_analytics

250TB+ data processed for faster customer analytics

Customer Analytics and Data Warehousing

sigmoid-case_studies-demand_forecasting

70% better accuracy for demand forecasting

Demand Forecasting

sigmoid-case_studies-cloud_migration

65% cost savings with efficient Cloud Migration to GCP

Cloud Migration

sigmoid-case_studies-trade_surveillance

100MN+ rows of data per day processed for improved trade surveillance

Trade Surveillance

sigmoid-case_studies-1_1_personalized_marketing

7% sales uplift using 1:1 personalized email marketing

1:1 Personalized Marketing

sigmoid-case_studies-productionize_personalized_marketing_models1

Production-ready system by building and integrating scalable ML models

Productionize Demand Forecasting Models

sigmoid-case_studies-personalized_recommendations

8% profitability boost through personalized recommendation engine

Personalized Recommendations

sigmoid-case_studies-marketing_attribution

11% improvement in marketing campaigns using MTA

Marketing Attribution

sigmoid-case_studies-improved_data_pipeline_availability

24×7 monitoring and support using highly available, robust systems

Improved Data Pipeline Availability

sigmoid-case_studies-identity_graphs

11% match rate improvement with adaptive identity graphs

Identity Graphs

sigmoid-case_studies-price_optimization

30% QoQ revenue uplift with price optimization engine

Price Optimization

sigmoid-case_studies-productionize_personalized_marketing_models

100MN+ personalized emails sent by productionizing MAB model

Productionize Personalized Marketing Models

sigmoid-case_studies-customer_lifetime_value_prediction

33% improvement in ROMI using CLTV models

CLV Prediction

sigmoid-case_studies-fraud_detection

85% reduction in false positives using real-time fraud detection

Fraud Detection

sigmoid-case_studies-property_claim_estimation

Faster and more accurate settlements through automation

Property Claim Estimation

sigmoid-case_studies-audience_targeting

Enhanced transparency and visualization of millions of customer data points

Audience Targeting

sigmoid-case_studies-unified_analytics_platform

Unified interactive analytics and external reporting for enhanced transparency

Unified Analytics Platform

sigmoid-case_studies-group_risk_scoring_of_patients

15% reduction in premium using ML-backed underwriting system

Group Risk Scoring of Patients

sigmoid-case_studies-audience_segmentation

79% accuracy of the retargeting model

Audience Segmentation

sigmoid-case_studies-single_source_truth_creation_case_study

Faster analysis on 250TB+ data and creation of a SSOT

Single Source of Truth Creation

sigmoid-case_studies-bid_optimization

Automatic bidding with 80,000+ coefficients

Bid Optimization

sigmoid-case_studies-insurtech_case

80% precision improvement using ML-based approach to lead buying

Lead Buying

sigmoid-case_studies_promotion_response_modeling

10% increase in revenues with promotion response modeling

Promotion Response Modeling

sigmoid-case_studies_pharma_demand_forecasting

30pp improvement in accuracy of demand forecasting models

Supply Chain Analytics