Product leadership grounded in clarity, evidence, and collaboration.
Senior Product Manager with 15+ years of experience across product management, product ownership, business analysis, enterprise software delivery, and quality-focused execution.

Professional story
How I arrived at product leadership
I build products by turning ambiguity into clarity. My work sits at the intersection of customer workflows, product strategy, enterprise execution, analytics, and responsible AI thinking.
My career began in requirements engineering, UAT, process governance, and stakeholder facilitation. That foundation continues to shape how I work today: define the problem carefully, make trade-offs explicit, create shared understanding, and connect delivery to measurable outcomes.
My experience spans AI-powered SaaS, enterprise platforms, Smart City and Computer Vision, construction finance, Life Sciences, healthcare, EdTech, AgriTech, and regulated software environments.
I work across engineering, UX, QA, analytics, sales, support, business teams, and executive leadership to move products from discovery through launch, adoption, and continuous improvement.
Leadership philosophy
How I lead product work
My approach is designed to create shared clarity, trusted decisions, and better product outcomes.
Clarity before velocity
Teams move faster when the problem, outcome, constraints, and decision rights are understood.
Evidence before opinion
Customer insight, product data, operational reality, and technical feasibility should shape decisions.
Outcomes before activity
Shipping matters, but the real measure is whether the product creates meaningful user and business value.
Trust through transparency
Good product leadership makes trade-offs, risks, assumptions, and uncertainty visible.
Experience
Career journey
A progression from requirements quality and business analysis to enterprise product management and AI-enabled SaaS leadership.
- 2025–Present2025–Present
Senior Product Manager
nGenue
AI-enabled enterprise SaaS strategy, roadmap governance, product-health metrics, and cross-functional alignment.
- 2022–20252022–2025
Product Manager
Onpassive
Cross-functional execution, UX partnership, business-analysis mentoring, and executive reporting.
- 2019–20222019–2022
Product Manager
Vaco Binary Semantics
B2B SaaS requirements, backlog prioritization, dashboards, and construction-finance workflows.
- 2017–20192017–2019
Product Owner
Iridium Interactive
Smart City, Computer Vision, public-safety workflows, traffic automation, and AgriTech product ownership.
- 2016–20172016–2017
Product Business Analyst / Project Coordinator
Perigord
Regulated Life Sciences workflows, UAT, functional testing, change control, and implementation support.
- 2011–20152011–2015
Senior Business Analyst
NebuLogic
Requirements engineering, quality governance, UAT, stakeholder workshops, and change management.
Capabilities
Skills built for complex product environments
A practical mix of product strategy, AI judgment, delivery discipline, analytics, and enterprise leadership.
Product Strategy
Framing where to play, what to build, and how to measure value.
AI Product Management
Designing AI-enabled workflows with quality, oversight, and production economics in mind.
Discovery and Delivery
Connecting customer evidence to executable product requirements.
Leadership and Collaboration
Aligning teams and stakeholders around outcomes and trade-offs.
Analytics and Product Health
Using evidence to understand adoption, workflow success, and business value.
Enterprise and Regulated Products
Building within complex operational, security, compliance, and governance constraints.
Credentials
Education, certification, and languages
Formal training in business and engineering, supported by professional business-analysis certification.
Education
Indian Institute of Management Kolkata
Jawaharlal Nehru Technological University
Certification
International Institute of Business Analysis
Languages
Senior Product Manager for AI-powered SaaS and enterprise products.
Best suited for roles requiring product strategy, requirements clarity, cross-functional leadership, enterprise workflow expertise, product analytics, and responsible AI product thinking.