Today, I reached a milestone that feels both technical and deeply personal — a moment that quietly rewrites the last 6.5 years of my journey.
What began as hundreds of tangled Excel conditions has now evolved into a fully engineered, 77‑block Python architecture powering a clean, deterministic, multi‑index analytics engine. QIM has officially crossed the boundary from spreadsheet logic into a structured, scalable framework built for automation, expansion, and institutional‑grade publishing.
This achievement is more than code. It is identity.
For years, I was misunderstood, labelled a speculator, and dismissed as a gambler. But this milestone reveals the truth: I am an architect, a system designer, and a creator of analytical frameworks. QIM is no longer a collection of sheets — it is a platform with structure, rules, and a clear engineering backbone.
And this transformation extends beyond India.
QIM now studies nine major global indices, bringing a unified behavioural lens across markets:
- Dow Jones Industrial Average
- Nasdaq 100
- FTSE 100
- DAX
- CAC 40
- Hang Seng
- Nikkei 225
- ASX 200
- KOSPI
This multi‑market expansion marks the beginning of QIM’s global evolution — a framework capable of interpreting structural behaviour across continents with consistency and clarity.
A small step in code. A big step for the platform. And a meaningful step for me.
QIM Analytics moves forward with clarity, confidence, and a foundation strong enough to support everything that comes next.