THINKING AND BUILDING
Most people see AI as a buzzword. I see it as the plumbing for the next generation of business — and the best automation isn’t just fast, it’s invisible.
The ideas, and where they come from.
I write about patterns, systems, attention, institutions, and the incremental progress that keeps things moving.
Recently I started to feel quite overwhelmed with the knowledge that is everywhere. LinkedIn, newsletters, mail, Instagram — just so much. By the end of 2026 the world will generate 221 trillion gigabytes of it.
Growth of over ₹1 lakh a month in revenue, a well-functioning team built, and projects that drove over 65 million impressions. Mako taught me a lot — not least how to hire.
Sometimes we are walking and we cannot trace the next step. And that is okay. We have oversold life — that it is always fun and that you should always know what you are supposed to be doing.
99% bugs me every time I read it. What is the value of one percent? For someone it could mean losing their dream college.
I was travelling and saw someone order a black coffee. Truth be told, I order it too. But why? Why does someone pick up a cigarette?
When structures break, when they go to dust — who benefits? Not those at the top, and not those at the bottom. It is the ones who were inches away from the top.
What will my life be if I continue to do what I do? A brutally honest inventory, written forward from the worst case.
A million things done, and it feels like a billion more to go. This week alone: partner meetings, trackers, strategies written and executed.
I haven’t done it intentionully, but it probably is there. I like to optimise things so they perform to the best of their abilities.
The problem was never information, it’s switching. Make it hard to consume what you didn’t choose, conscious when you do, and easy to do the thing you actually picked.
Repurpose Studio exists because five platforms meant five drafts. Now it is one queue.
Every reel and post you read stays in your head occupying a tab. Output is what clears the buffer.
Nine pieces written and published rather than saved to read later.
The flow leads to the sewer. Watch how things and people actually behave, derive the meaning, and use it as armor.
Reportcards was audited across six workstreams before a line was changed.
I’m often in the mist without a clear next step. Put a foot forward, feel for the ground, keep moving. Steps taken beat perfect steps.
MAKO went to ₹1L+ a month in revenue one system at a time, not one plan.
Free tiers, local tools, self-hosted, headless CLIs as the engine. Every tool here costs nothing per run. That constraint makes the builds better, not worse.
Every build here runs on Claude headless and free tiers. No per-call API bill.
A written file isn’t success. Drive the real flow and check it. A confident "done" that turns out false costs more than any failure honestly disclosed.
Reportcards went 69 to 88 because the score was measured, not assumed.
A PARA-organised Obsidian vault — the source every word on this site was written from.
What the thinking turns into.
One rule across the builds: zero marginal cost. No paid APIs, no subscriptions, no metered services. That constraint made them better, not worse.
Write once, publish everywhere.
A zero-cost, self-hosted content engine. It ingests long-form writing, rewrites it in the author’s own voice per-platform, generates carousel images and TTS video voiceovers, then publishes directly through each platform’s native API on a self-built scheduler. It learns from every edit you make, so the voice stays yours.
Generation runs through Claude in headless mode — no per-call API billing, no third-party tools in the loop. Ships two ways: a clean product ZIP buyers run themselves, or hosted behind a signup-code gate.
Full site overhaul and SEO for a Jaipur learning centre.
A complete website overhaul plus a full technical SEO audit for a Jaipur tutoring centre — content, images, schema, performance, technical health and local signals, each with its own findings document and a consolidated action plan. Since then it has grown into the centre’s whole public surface: nine parent-facing guides, a moderated bulletin board, a newsletter, and a public Student Showcase for pupils’ drawing, poetry and essays.
Also produced the digital product line the site distributes: IGCSE workbooks, an ebook cover, and the brand asset set. The ERP for running the centre is a separate build.
A wholesale catalogue with no prices and no cart.
A bilingual wholesale catalogue for a Jaipur supplier of 925 sterling silver — 262 designs across Bali beads and simple beads, each with a generated SKU, its exact weight and size, watermarked imagery, search and filtering. Live on the client’s own domain.
Because metal prices move daily, nothing carries a price. Buyers assemble an inquiry list and hand it to the client on WhatsApp, with a live silver spot rate on the page to price against.
A whole learning centre run from static HTML and one database.
The school ERP behind Reportcards — A Learning Centre: attendance, fees, exam scores, printable report cards, timetable, materials, class diary, bulletin and admissions, for students, parents and teachers. It began as Odyssey, a single English-enrichment course, which now sits inside it as one course among others.
Deliberately unglamorous where it counts: fees are a manual ledger with no payment gateway, and report cards print through the browser. Neither needs a paid service.
ALSO BUILT
Repurpose Studio — Write once, publish everywhere.
The Desk — every piece in one queue
Calendar — what ships, and when
Voice — the profile drafts are written against
Pulse — what the writing actually did
These tools aren’t separate products — they share architecture, and several feed each other directly. This is that graph, simulated live.
BCA in AI & Machine Learning. Three years as an operator, not a spectator — shipped Random Forest models, built four AI-agent products on headless LLM pipelines, and ran automation, CRM, and revenue systems for three growing companies as COO and Head of Growth.
I got selected onto AIESEC’s international Global Sales Team and my mind went numb. What am I supposed to do? How will I manage an international portfolio? I did not know one single thing. The lesson that stuck: I didn’t need to know it all at the inception — nobody told me that. I learned to see about six months ahead and work backward from it.
Then MAKO, as COO. Revenue past ₹1 lakh a month, a functioning team built from scratch, work that drove 65M+ impressions. We did not sit for trends, we created them. I learned to hire right, and to get things done well before the deadline — because agencies live on last-minute changes.
Now I’m doing web and SEO work for Reportcards, building the AI products in this portfolio, and working in the Founder’s Office at Sage Media. It is still the same pattern: not knowing everything at the start, then figuring it out in motion.
Growth Manager
Founder's Office
Growth Manager
Chief Operating Officer
Head of Growth, Lead Generation & Sales
Business Development Manager
Co-Founder & Chief Business Officer
Business Development Manager
President
Global and national portfolios, events and social impact.
Outreach manager, then president of a 70-person organisation.
If you’re a founder who needs systems built and automated — or you care about AI-driven education — get in touch.
divyanshsharma7117@gmail.com CLICK TO COPY