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Hi, I’m Isha Bhandari.Product manager who ships AI products.

Three years of engineering at TelioLabs behind me, now adding the strategy layer at Masters’ Union.

See the work →ExperienceGet in touchthe longer story →

I like taking things from zero to working.

I’m the person who’d rather build the thing than argue about it in a doc.

Three years at TelioLabs, from intern to owning products end to end.

Customer calls, PRDs, user stories, demos. 50+ features shaped and 30+ clients onboarded.

Now I’m adding the strategy layer at Masters’ Union, and still making things myself.

Leafnote, a live AI plant-care app. 8x Workers. Maker’s Lab prototypes across AR/VR, robotics and drones.

Open to Product Management roles — and technical Founder’s Office positions.

How I build with AI

AI doesn't make the product decisions. It shrinks the distance between an idea and something a customer can click. At TelioLabs, drafting PRDs, user stories and prototypes with AI tools made my spec turnaround 50% faster.

  1. 01

    Think & spec

    From a fuzzy problem to a PRD someone can build from.

    • ClaudePRD drafts, user stories and research synthesis. My first reader for every spec.
    • DeepSeekA second opinion. I use it to stress-test a spec, a pricing idea or a trade-off.

  2. 02

    Prototype & build

    Turn the spec into something real, fast enough to learn from.

    • Claude CodeMy main builder. The 8x Workers prototype and this portfolio were built with it.
    • CodexA parallel pair of hands for scoped tasks and code review.
    • AntigravityAgent-first coding for larger build-and-test loops.
    • InstinctQuick first drafts when I want an idea on screen before I commit to it.
    • VS CodeWhere everything lands: reading, editing and debugging what the agents write.

  3. 03

    Voice & sound

    For products that listen, talk or need a mood.

    • WhisperSpeech-to-text for interviews, voice notes and voice-first prototypes.
    • SunoAI music for demos and prototypes where sound sets the tone.

  4. 04

    Ship & learn

    The stack under Leafnote, Zo-Concierge and the rest.

    • GeminiThe model behind the Zo-Concierge AI concierge.
    • SupabaseAuth, database and storage for Leafnote, its waitlist and Zo-Concierge.
    • VercelEvery prototype goes live on a real URL so people can use it, not just see a mock.
    • GitHubVersion control, release notes and a paper trail for every change.

The rule: AI drafts, I decide. Every number, claim and requirement gets checked by me before it ships.