Driving Business Transformation Through Advanced Analytics

Our Analytics Center of Excellence empowers organizations to unlock the full potential of their data, enabling better decision-making, operational efficiency, and strategic innovation.

Discover Our Services

Data-Driven Insights

Innovative Solutions

Measurable Outcomes

Transformation Success

About Us

Transforming Data Insights into Business Value

Our Analytics Center of Excellence (ACE) serves as the central hub for analytics expertise, innovation, and best practices across the organization. We bring together multidisciplinary teams of data scientists, engineers, analysts, and domain experts to deliver transformative solutions that drive measurable business outcomes.

With a commitment to excellence and innovation, we help organizations navigate the complexities of data analytics, AI/ML implementation, risk management, technology infrastructure, and portfolio optimization. Our collaborative approach ensures that analytics initiatives are aligned with strategic business objectives, delivering sustainable value and competitive advantage.

Whether you're looking to enhance decision-making capabilities, optimize operations, mitigate risks, or drive innovation, our ACE provides the expertise, tools, and methodologies to turn your data assets into strategic differentiators.

Our Core Expertise

Advanced Analytics and AI

Leveraging cutting-edge artificial intelligence and machine learning technologies to extract actionable insights from complex data sets.

Predictive Modeling, Loss Forecasting and Early Warning
Generative AI for Advanced Capabilities
Natural Language Processing ((Traditional AI/ML))
Model Development and Deployment

Risk Management and Regulatory Compliance

Developing domain expertise and knowledge of regulations to support risk management and regulatory compliance.

Credit & Counterparty Risk Analytics
Compliance, AML & Fraud Detection
Market & Liquidity Risk Analysis
Enterprise & Operational Risk
Model Risk Management

Infrastructure and Technology

Building and managing robust technology infrastructures that support advanced analytics at scale with proper governance and controls.

Cloud Infrastructure and AI/ML Environment
Integrated Microsoft Power Platform
Centralized Data Management
BMT (SQL server) for Agile data solutions

Decision Intelligence

Enabling data-driven insights through self-service dashboards, automated reporting, and portfolio optimization frameworks.

Self-Service Analytics Platforms
Near Real-Time Dashboards
Internal and External Benchmarks
Portfolio Optimization & Insights
Business Intelligence & Visualization

Governance and Controls

Implementing frameworks to ensure data quality, security, and regulatory compliance.

BMT Controls and Data Quality Assurance
Roles and responsibilities across data lifecycle
Portfolio Unit Strategy Support
Risk Analytics Monitoring across Tiers
Self-Service Analytics Governance

Our Success Stories

AI Innovation

AI Empowered Document Intelligence

Our Analytics team developed an AI-empowered pre-screen document generation that reduced the time of first draft writeups from days to seconds and reduced workload of underwriters by 50%.

Process Automation

Data Management and Process Automation

To replace the existing data maintainence in Excel spreadsheet templates, we leverage Microsoft Power Platform and provides business an end to end cloud-based solution in terms of data repository and visualization.

Dashboarding

Portfolio Management with Self-Service Dashboarding

To enhance the quarterly business review process, we design a self service dashboard which collects and processes data from various sources. It provides one stop shop for business users to easily access data at different LOB levels for different underlying products.

Our Analytics Approach

Discover

Define business objectives and assess current capabilities

Design

Create solution architecture and implementation roadmap

Develop

Build and test analytics solutions with iterative feedback

Deploy

Implement solutions and enable user adoption

Drive Value

Measure outcomes and continuously improve

Meet Our Team

Jimmy Yang

Chief Analytics Officer

Ph.D. in Mathematics with 25+ years of experience in risk analytics and infrastructure leadership in financial industry.

Alok Kumar

Head of Risk Data, Reporting and Analytics

15+ years of experience in banking and consulting, with extensive experience in developing risk models and regulatory compliance frameworks.

Weiyi Wang

Director of Analytics and AI

10+ years of experience in banking and consulting, expert in risk management, process automation and Gen AI enablement.