Rishabh Ladge
Data Scientist | BFSI Analytics | Python, SQL, GCP, Tableau | IIT Delhi ML Certified | Ex-Cricketer
- Role
- Data Scientist at RBL Bank
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Rishabh Ladge
I\'m a Data Scientist with 5+ years of experience driving analytics and automation…
Experience
Data Scientist
Oct 2022 — Present · Mumbai, IN
Migrated open-source analytics architecture to a licensed stack (Python, SQL, BI tools) to meet RBI PII norms—saving ₹1.75 Cr annually and enabling secure, real-time dashboards used by employees.Engineered a centralized Productivity Data Mart covering 40+ banking products using Python, SQL, and GCP (BigQuery, Airflow), automating ~11 performance scorecards for employees and improving incentive transparency.Co-developed a Customer 360° intelligence view using segmentation logic (K-Means & business rules) to drive personalized offers—boosting outreach by 20% and conversions by 5%.Designed and deployed RM & Branch Scorecards using BigQuery and Tableau, shifting reporting from quarterly to daily and saving 5+ working days per employee each month.Performed granular revenue analytics across banking products using Python and BigQuery, analyzing historical trends through EDA, moving averages, and cohort comparisons to identify high-performing segments and optimize pricing strategies—insights adopted by the Finance team for quarterly projections and branch-level target setting.Delivered CXO-level insights through branch risk analysis (Pareto), network optimization using location intelligence, and wallet share multiplier dashboards (10.5x growth trajectory).Rapidly prototyped Python + GCP-based tools, cutting turnaround time by ~50% for internal business requests and contributing to 3+ strategic CXO initiatives.Led business requirement gathering and solution design for 5 major external clients; created technical flowcharts, aligned business logic with technical specs, and supported UAT and deployment readiness.
Education
Mumbai University Mumbai
Bachelor of Business Administration - BBA, Finance, General
2014 — 2017
CMR University
Master of Business Administration - MBA, Business Analytics
2017 — 2019
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