Change is on the horizon and everyone needs to adapt to this fast-paced world.
With over 15 years in systems design, I have helped businesses of all kinds thrive amid change,
through strategic innovation and bold vision.
Work with me and get future-ready! Trust me you will get a all new perspective to Data & AI...
The Goldmine
Phase 1: Foundation (~6–8 months)
Self assessment & market immersion frameworks
Lean canvas and business model canvas development
MVP frameworks and methodologies
Customer development frameworks
Initial product market fit validation
Deep product-market fit frameworks
Innovation model frameworks
Phase 2: Development (~6–8 months)
Geographic market selection frameworks
Early customer acquisition frameworks
Financial modeling & cashflow forecasting
Data & AI frameworks
Secret Recipe: 3 Phase Approach
Phase 3: GTM (~6–8 months)
Launch strategy frameworks
IP & Patent strategy
Distribution and branding frameworks
SEO / AIEO frameworks
Customer support automation frameworks
Team building & hiring frameworks
Quality assurance and governance models
Rupam’s Favorite Tech Talk Topics
Applied Statistics
AGI & Quantum Computing
Omniverse Bespoke Agentic Systems
Data Warehousing & Storytelling
Economics of Data Analytics
Data Quality & Governance
Responsible AI Practices
JTBD Theory
Agentic AI Disruption
Domain-Specific AI Expertise
Critical Thinking & Problem-Solving
Tanpin Kanri (App Architecture)
Decoded Japanese model implemented across 50+ flagship solutions worldwide.
MACH (System Design)
Microservices • API-first • Cloud-first • Headless as the go‑to market model.
BAD‑T (Architecture Diagrams)
Solutions pass through TOGAF Business–Application–Data–Technology diagrams.
Jobs to Be Done Theory
The theory that helps innovators understand how and why people make decisions.
JTBD uncovers the story and underlying circumstances that drive choices.
Example: customers don’t just buy a milkshake for flavor — they “hire” it to relieve stress
with an easy‑to‑hold snack.
A job incorporates three key elements.
We hire for different jobs based on changing circumstances.
Jobs is not asking why someone made their decision.
techprobe framework
A complete, investor‑grade tech due diligence framework for Indian tech startups.
Assessment domains (9)
Architecture & Technology Stack
Scalability & Performance
Data Architecture (5Vs)
AI & Emerging Technologies
Cloud Adoption Strategy
Infrastructure Forecasting
Cybersecurity using NIST Framework
Code Quality & Technical Debt
Team & Execution Capability
Default weights (adjustable)
Data Architecture (5Vs): 20%
Architecture & Stack + Cloud: 15% each
Scalability + Infrastructure: 15% + 10%
Security (NIST): 10%
Code Quality: 8%
Team & Execution: 7%
The Precision Diagnostician
A no‑fluff strategic prompt that isolates the single constraint blocking growth, then
delivers a measurable roadmap to restore momentum.
