— Portfolio · 2026
“Solving critical banking challenges through technology, innovation, and 13+ years of transformation expertise.”
— 02 / Blog
Reflections on transformation, AI, and the craft of delivering change at scale.
— 03 / AI Project Showcase
A dedicated space highlighting automation initiatives and demos.
— 04 / Projects
A curated selection of transformation initiatives delivered across banking, insurance and analytics.
Data & Analytics
Built a real-time cash visibility platform using Google Looker, enabling middle office teams to monitor metrics across global entities. The Data agent grounded in the Looker semantic modeling layer, so it answers governed, trusted natural-language questions rather than freeform SQL guesses.
Impact: 40% faster reconciliation
AI & Automation
Architected, designed, and deployed advanced Agentic AI workflows to automate high-volume, repetitive financial operations across multiple Corporate Banking (CB) divisions. By implementing autonomous, goal-oriented AI agents, the project successfully converted manual processes into scalable, intelligent workflows—specifically targetting SEPA payments, Bank Guarantees, and Collections processes.
Impact: 60% manual effort reduction
Robotic Process Automation
Led enterprise RPA program at Prudential plc — discovery, governance, and scaled deployment across 30+ processes.
Impact: £2M+ annual savings
Operational Efficiency
Designed and implemented an automated solution to streamline Standard Settlement Instruction (SSI) management. The project eliminated manual operational overhead by establishing a single, centralized SSI repository. This system automatically captures data inflows directly from client onboarding platforms and seamlessly broadcasts validated SSI data downstream to multiple internal settlement systems
Impact: Strategic Scale
Analytics
Developed predictive retention framework at Groupon using R and Tableau, identifying high-churn cohorts and intervention triggers.
Impact: +15% retention lift
Platform Transformation
Successfully led the end-to-end replacement of a legacy settlement system for the Fixed Income Rates product line. The project involved a comprehensive analysis of the existing operational landscape to design and execute a modern, highly optimized architecture. The new system establishes unified data alignment across the entire trade lifecycle—from initial execution through final clearing and compliance.
Impact: T+1 → T0 close
— 05 / About & Experience
Senior Business Excellence & Transformation professional with over 13 years of experience across Banking, Insurance, and Consulting. Certified Lean Six Sigma Black Belt, PMP®, and Data Scientist — passionate about applying technology and innovation to solve critical industry challenges.
Specialised in RPA, AI/ML, process mining, and agile delivery at scale.
Languages
Expertise
Experience
A timeline of transformation work across global banking, insurance and consulting.
Spearheading IB & CB finance transformation: platform simplification, T0 data industrialisation, agentic automation for static processes, Cash Telemetry via Google Looker.
Led end-to-end change lifecycle for Agency Securities Lending, Loans, Fund Services — process discovery, business case creation, IG ask, and implementation.
Consulting-led transformation engagements; Agile Bronze certified during tenure.
Built customer retention model using R programming and Tableau dashboards.
Led firm-wide RPA implementation, email analytics and intelligent automation rollout.
Drove Lean Sigma projects across Corporate Trust, Settlements & Reconciliations. Conceptualised and built the internal 'Pyramid' tool.
— 06 / Contact
Open to strategic collaboration, speaking engagements, and advisory opportunities.
Location
Bengaluru, India
Availability
Currently in a VP role at Deutsche Bank. Open to advisory, speaking and select strategic engagements.
