Krishnan Vaidhiyanathan Email & Phone Number

Singapore

Singapore

Singapore

Singapore

Singapore

Summary: Responsible to guide the analytics section for groupwide IA decision support process. I spend about 60% of the time in stakeholder management and data analytics strategy & road map across different countries and 40% of the time is spent hands-on in Advance analytics solution development and implementation via Machine learning, Deep learning, NLP.

Singapore

Provided consulting advice on complex analytical problems for Financial services, Commercial and government organizations. The solutions involve Machine learning, Deep learning and NLP algorithms on big data of size exceeding 2TB. The advance analytic solutions are provided around risk management for operations and executing them, by managing a small team.

Singapore

• Developed data analytics test plan for internal audit strategy, by using the pillars as background information, Exception detection, Anomaly detection, root cause analysis. The required analysis is performed using R.
• Prepared proof of concept and implemented continuous monitoring for regional compliance and fund management with in-database analytics for text mining and clustering. The model… Show more
• Prepared proof of concept and implemented continuous monitoring for regional compliance and fund management with in-database analytics for text mining and clustering. The model dashboard is periodically reviewed and.

Singapore

• Developing and improving accuracy of a predictive model built on customer text data to understand customer sentiments, customer experience & customer journey that would provide insights for operational improvements and.
• The text analytics model based on customer scoring is being leveraged to provide a predictive outlook for customer retention model & churn analysis for portfolio enhancement.
• Performed A/B testing on customer response for SMS… Show more
• Performed A/B testing on customer response for SMS based marketing campaigns & operational improvement and fine tuned text messages for better pull through from customers. Show less

Singapore

Credit risk models are developed as part of a team that received approval from FSA (UK), for estimation of essential metrics and capital computation required for Basel II / III compliance. The models are further customized to meet regulatory requirements of operational country’s monetary authority in Asia Pacific region.

Singapore

• Performed in-depth analysis on segmented floor zone area using logistic regression and Cluster analysis for optimization of available sq.ft by product types and variations, utilization, theoretical gain based on wager.
• Worked closely with and made recommendations to operations team based on analytics performed on introduction, movement and elimination of certain product offerings.

Iselin, NJ

• Worked on integrating new acquisition of banks like Washington Mutual and Bear Stearns with existing home mortgage portfolio after validating for key performance metrics.
• Analyzed the asset quality of home loans available in bank mergers based on loan origination types and current borrower credit ratings.
• Created Performing and non performing pools to be secured under default liability program for WaMu and Bear Stearns mergers supported by FDIC.

Stamford, CT, USA

• Created a critically acclaimed architecture for implementation of Basel II concepts for corporate and retail risk reporting and monitoring purposes that is used for management and regulatory review to determine.
• A time series analysis is performed using 5 years of loan origination and servicing information to identify deferment and forbearance patterns of borrowers to improve capital segmentation and credit quality.
• Performed loan integrity tests to… Show more
• Performed loan integrity tests to identify any loan origination discrepancy and fraudulent practices
• Worked with application development team in creating a custom Scorecard dashboard for real time monitoring of loan disbursements, customer payments, loan applications and originations. Show less

Lexington, Kentucky Area

• Supported E Commerce marketing analytics for improvement in response rate, which led to introduction of new channels online and removal of 30 % channels which were attracting adverse selection
• Performed a research on Customer attrition and retention rate in its investment services division and probability of default in loans originated to SME segments.

Chennai Area, India

Industrial tools used for measuring accuracies of manufactured products are calibrated against standards set by National calibration & accreditation board. An application is created for direct transfer of data from calibration equipment to equipment tracking process, for periodic performance management of tools used for generating reports required for.

Master’S Degree, Mechanical Engineering

Master’S Degree, Major Lean Manufacturing, Minor Statistics

Bachelor Of Engineering, Mechanical Engineering