Mar 2024 – Jun 2025 · 1 yr 3 mos

• Leading multiple growth related initiatives for the data science chapter within the wholesale banking analytics team

Mar 2022 – Mar 2024 · 2 yrs

• Working in the advanced analytics team of the wholesale banking business on various growth related projects.

Jun 2020 – Feb 2022 · 1 yr 8 mos

Sep 2018 – Jun 2020 · 1 yr 9 mos

• Project 1 - Enabled the migration of excel based reports to Qliksense and managed the whole project
• Project 2 - Web Scraping by Python to get additional information of customers who could be the potential new to bank customers of HSBC
• Project 3 - UAE bank mergers project which brought an incremental revenue of USD 6M for the bank
• Project 4 - Created a dashboard as a PoC in google data studio and bigquery for the business.
• Project 5 - (ongoing) Building a model to identify cross sell opportunity for existing customers

Sep 2016 – Sep 2018 · 2 yrs

• Business Visit to HSBC Dubai for 3 months to support onsite analytics
• Project 1 - Developed a machine learning (random forest) model to help marketing team to identify and
• target high propensity customers who could take loan product in R
• Project 2 – Capacity planning project for the credit back end team to forecast the
• estimated volumes and thus cost for the next year
• Project 3 – UAE India Payments Corridor analysis to determine the opportunities in terms of customers who are not
• banking with us or customers using different bank for transfers

Mar 2015 – Sep 2016 · 1 yr 6 mos

• Project 1– Analyzed the effect of marketing campaigns on revenue by applying basic statistical methods
• like EDA and significance testing
• Project 2– Developed and automated dashboards across various functions of commercial banking products
• and regions enabling country and product heads to chisel out data driven decisions
• Project 3– Led an initiative to migrate the old process from Excel VBA to SAS environment for the team

Feb 2014 – Mar 2015 · 1 yr 1 mo · Bengaluru Area, India

• Project 1 - Executed a project on Sentiment analysis of social media data through machine learning (text
• mining) in R
• Project 2 - Created and automated a business dashboard in TIBCO Spotfire with the help of PL/SQL in
• TOAD
• Project 3 – Built a forecasting model using Time-series and ARIMA modeling in R
• Project 4 –Design of Experiments (DoE) in R to test the effectiveness and dynamically improve the newly
• launched service (IVR)

May 2013 – Feb 2014 · 9 mos · Ranchi Area, India

• Responsible to assist co-founders in business development and creating reports for clients.
• The reports included the profit planning and estimates based on the business outlook, both current and future.
• The reports were built in excel and D3 and updated on a monthly/weekly basis depending on the ask.