Visionary AI and Data Science leader with 24+ years of experience architecting scalable, secure, business-aligned AI solutions across banking, telecom, and consulting. Proven track record of embedding AI frameworks into enterprise infrastructure to drive operational excellence and elevate customer experience. Skilled at translating complex business requirements into robust technical specifications and leading AI and GenAI solutions from design through deployment, while ensuring compliance with ethical and regulatory standards.
Known for strong technical leadership and mentorship, building high performing teams and maintaining solution performance through continuous optimization. Delivers measurable business value through predictive analytics, customer modeling, and real time decision making systems.
Deloitte
Sydney, Australia
Led end-to-end delivery of a complex customer-facing Agentic AI solution on Databricks, designing and implementing an enterprise-grade GenAI architecture (agent orchestration, RAG, governance, monitoring and evaluation) to enable secure, scalable and high-impact AI-assisted customer interactions.
Managed senior stakeholders, cross-functional delivery teams, and multi-stream execution in a high-pressure consulting environment, translating business needs into measurable outcomes while ensuring delivery quality, risk controls, and on-time implementation across technology, data, and operations.
Banque Saudi Fransi
Dubai & Riyadh, KSA
Strategic AI Leadership: Led the identification and implementation of 16 advanced data science use cases across Retail, Corporate, Private Banking, and MSME sectors in the bank's Digital Transformation initiative. Revenue Growth: Drove AI and ML initiatives that contributed over 24 million SAR to profits in FY 2023. Innovation in Trade Finance: Developed the bank's first Generative AI model, reducing call volumes by 32% in Q1 2024 and earning "Most Innovative Project" recognition from the CEO. AI-Driven Customer Engagement: Designed and implemented an AI/ML recommender system for customer segmentation, generating a 39.12 million SAR revenue increase through targeted digital offers. Credit Decision Optimization: Led a team to create a high-accuracy (98%) instant credit decision model, reducing decision time from 360 minutes to just 1 minute.
Predictive Analytics: Established a predictive model for retail lending product volumes with 97% accuracy, resulting in a 300% increase in Net Promoter Score. Credit Scoring for Non-Traditional Customers: Developed a machine learning-based credit scoring model for "Non Salary Transfer" customers, generating 16.1 million SAR in profits. Customer Retention: Created a customer attrition model with 71% accuracy, leading to 7.8 million SAR in savings through targeted retention strategies. Data Governance & Strategy: Executed an end-to-end Data Management Strategy, achieving full data governance implementation across all functions.
Digital Bank Strategy: Developed a 3-year Data and AI Strategy for J-B’s Digital Bank, aimed at enhancing customer experience, improving products, and optimizing data-driven decision-making. Data Literacy & Leadership: Led data literacy programs and mentored Data Ambassadors, promoting a data-driven culture throughout the organization. Team Leadership: Managed and mentored a team of 20+ professionals, including data scientists, data engineers, and governance experts, fostering innovation and operational excellence.
Synapses Insights
UAE
Client: Dubai Tourism AI-Powered Marketing Optimization: Led the development and deployment of AI-driven marketing strategies, enhancing visitor engagement through customized content. This initiative, including the “Dubai Pass for Indian Visitors,” resulted in a 23% revenue increase in FY 2019. Demand Forecasting: Engineered advanced predictive models to anticipate tourism demand, facilitating proactive resource allocation and strategic planning.
Operational Efficiency Improvements: Implemented AI solutions to streamline tourism operations, including ticketing, customer service, and logistics, in partnership with EMAAR. Customer Segmentation Model: Developed a cutting-edge AI and ML-based customer segmentation model, increasing visitor numbers from Germany and Oman by 17% and 13%, respectively. Advanced Forecasting Model: Engineered a state-of-the-art multivariate forecasting model, improving the MAPE score from 10.1% to 0.25%, and now a key input for Dubai's government departments.
Client: Union National Bank (UNB) Data Literacy Program Development: Collaborated with UNB executives to design and implement a comprehensive Data Literacy Program, enhancing data-driven decision-making across the organization. Algorithm Automation: Created and tested algorithms to automate the generation of actionable insights across multiple touchpoints on websites and mobile apps.
Abu Dhabi Commercial Bank
UAE
Anti-Money Laundering Enhancement: Directed a team of data scientists to develop an advanced machine learning model with 99.82% accuracy for identifying suspicious banking transactions. Fraud Detection Improvement: Implemented a deep learning-based predictive module to detect fraudulent credit card transactions at the merchant level, increasing detection accuracy from 77% to 89%. Sentiment Analysis Optimization: Developed a Naïve Bayes algorithm for classifying customer comments, achieving a 4 FTE efficiency gain and annual cost savings of 800,000 AED.
Operational Efficiency: Achieved a 31% reduction in lead times for retail lending products, Customer Experience Transformation: Enhanced customer experience through digital transformation initiatives for lending services (credit cards, personal loans, auto loans), contributing to the development and execution of a comprehensive change plan. Data Strategy and Governance: Led the establishment of a data analytics strategy and governance framework, integrating these elements into a 5-year Digital Transformation Roadmap. Customer Journey Optimization: Spearheaded the creation and implementation of key customer journeys, including "Starting My Relationships," "Helping Me Finance My Ambition," and "Servicing My Requests." Process Improvement Facilitation: Established and standardized operational processes through workshops, tool development, and process pilots, transferring ownership to end-users and process owners.
Continuous Improvement Leadership: Conducted Kaizen and brainstorming sessions, and applied lean and Six Sigma methodologies to drive performance improvements and organizational change.
ETISALAT
UAE
Business Process Strategy Development: Designed and executed a comprehensive business process strategy, leveraging situational analysis across various transformation programs. Provided expert consultancy on Lean and Six Sigma methodologies to enhance departmental efficiency. Process Definition and Metrics Establishment: Mapped primary business processes across customer-facing, supplier-related, execution, and management functions.
Service Delivery Management: Oversaw the Service Delivery and Project Management functions, managing a revenue base of AED 380 million. Delivered telecom and ICT services to top enterprise clients in sectors such as Conglomerates, Oil & Gas, and Banking & Finance. Revenue Impact and Process Optimization: Contributed directly to generating over AED 40 million in revenue by optimizing order completion times and reengineering complex operational processes.
Managed client relationships and projects for high-profile clients including Schlumberger, Al Jaber Group, and National Bank of Abu Dhabi. Strategic Revenue Growth Program: Led the creation and execution of a strategic roadmap that resulted in an AED 32 million revenue increase program in 2011, successfully meeting ambitious revenue targets.
GE Consumer & Industrial (A General Electric Company)
Louisville, KY, USA & Bangalore, India
Leadership in Process Improvement: Directed large-scale Black Belt projects, facilitated lean workshops, and mentored Green Belts. Training and Change Management: Delivered training and coaching in Lean Six Sigma tools and methodologies. Collaborated with Master Black Belts and Quality Champions to institutionalize Lean Six Sigma practices. Project Achievements: Held Inventory Project: Achieved savings of $1.6 million through inventory management improvements.
Back Order Retest Project: Reduced pricing cycle time by 33%, enhancing operational efficiency. Cord Project: Generated $39,000 in savings through process unification and simplification. Order Entry and Billing Process: Addressed a 31,000-invoice processing error, resulting in $119,000 in savings.
Doctorate
Master of Technology
Class Rank: 1st, Gold Medalist, GPA: 9.9/10
Master of Science
General Management Program for Executives
Master of Science
Post Graduate Diploma
Bachelor of Engineering
Graduated with First Class and Distinction (Top 5%)
Middle East AI & Analytics Sumit (2024)
Future Data and AI Summit (2023)
General Electric, USA
Recognized for leading the Held Inventory Project, which achieved $1.6 million in cost savings.
General Electric, USA
General Electric, USA
General Electric, USA & India
Received seven awards.
Etisalat, UAE
Abu Dhabi Commercial Bank (ADCB), UAE
Recognized for top performance with a monetary award of 25,000 AED.
Banque Saudi Fransi, Saudi Arabia
Etisalat, UAE
Received a commendation from the Senior Vice President/Business for successfully delivering 16 major projects to Al Jaber Group, achieving 100% customer satisfaction.
Project Management Institute (PMI), USA
APMG, UK
General Electric (GE), USA; American Society for Quality (ASQ), USA
Data Management Association (DAMA), USA
APMG, UK
Coursera
Wharton Business School, USA
University of Illinois at Urbana-Champaign, USA
Case Western Reserve University, USA
Eindhoven University of Technology, Netherlands
Indian Statistical Institute, India
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Published my book “Beyond Algorithms: Art of Responsible AI”. As part of my doctoral research, developed a unique Explainable AI framework for Banking & Financial Services and developed a new metric “Goodness of Explanation” to evaluate XAI models specially from Regulatory (Central Bank) perspective.
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