Monthly Cadence

What I'm Doing Now

Current focus, active advisory engagements, reading list, and incubation projects. Updated monthly from Pune.

01 · Focus & Practice

What I'm Working On

  • MagicWorks Advisory (Pillars 03 & 04): Actively advising enterprise platforms on LLM search readiness and marketplace unit economics.
  • Book Launch Rollout: Distributing Two Algorithms, One Strategy to international marketing leaders and hosting private briefings.
  • Ideovate / simplidistance.com: Expanding program taxonomy for 2026/2027 distance MBA admissions cycles.
02 · Inputs & Research

What I'm Reading

  • The Structure of Scientific Revolutions by Thomas S. Kuhn (re-reading through the lens of generative AI paradigms).
  • Technical documentation on agentic search pipelines and Retrieval-Augmented Generation evaluation frameworks.
  • Research papers on high-trust consumer decision velocity in digital health and higher education.
03 · Labs & Ventures

What I'm Building

Incubating internal tools at MagicWorks Group: refining MagicFlow AI for autonomous campaign negative-keyword gating and testing new Next.js programmatic routing modules for high-trust education portals.