Conversational AI / Banking
BankAssist & enterprise AI
Customer-facing AI experiences designed around banking conversations and intelligent assistance.
Case study coming soon ↗Product strategy / AI / Technology leadership
Building products that solve complex problems. And businesses that scale.
I work at the intersection of product strategy, artificial intelligence, engineering and business execution—transforming complex challenges into meaningful products.
Portfolio preview · Content in progress
YOUR PORTRAIT
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The impact
From ideas to outcomes.
A snapshot of product building, team leadership and enterprise technology delivery. More details will be added as case studies are published.
0 → 1
Product building
Multiple enterprise products taken from concept to launch
~8×
Team growth
Engineering and product team scaled from approximately 5 to 40
40K+
ITSM tickets
Processed through an internally deployed platform
AI + BFSI
Domain experience
Conversational AI and financial-services product delivery
Selected highlights. Detailed case studies are being prepared.
Selected work
Products with purpose.
A selection of product areas spanning conversational AI, enterprise platforms and financial services.
Enterprise SaaS
Business platform suite
ITSM, ITAM and HRMS products designed to streamline enterprise operations and service delivery.
Case study coming soon ↗Device management / 0→1
UEM & MDM platform
From initial product concept to an Android management MVP with enterprise policy controls.
Case study coming soon ↗Product lab
Experience the technology.
A place for interactive experiments and working prototypes—not just slide decks or screenshots.
First prototype / Planned
Retail Banking Voice AI
A browser-based conversational banking experience. We'll add live voice interaction after the core website design is approved and the service is configured.
Preview only · No live AI connected yetCareer journey
Building across disciplines.
A career shaped by product ownership, enterprise software, financial services and technology leadership.
RECENT CHAPTER
Brilyant / Outstrive
Enterprise product portfolio, engineering leadership, AI initiatives and 0→1 product development.
PREVIOUS CHAPTER
Kore.ai
Conversational AI product work with enterprise and banking customers.
EARLIER CHAPTERS
Financial services & technology
Banking platforms, enterprise delivery and cross-functional product and technology roles.
Perspectives
Thinking in products.
An editorial space for lessons, frameworks and observations from building products and teams.
Planned article / Product strategy
From product vision to measurable business value
A future essay on translating opportunities into product decisions, execution and outcomes.
Planned article / Enterprise AI
What makes an AI prototype enterprise-ready?
A future perspective on reliability, governance, adoption and business value beyond the demo.
About & connect
Let's build what's next.
Explore my work, discuss product and AI opportunities, or connect over a challenging business problem worth solving.
Contact details will be added soon.