Available for new ventures · BITS Pilani, Hyderabad
I'm Suhani.
A product builder and BITS Pilani student — shipping AI products, automations, and MVPs.
I'm based out of Hyderabad.
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About
It all started with a simple question: “Why is this app designed this way?”🤔📱 I wasn't just using apps. I was constantly noticing what felt intuitive, what felt frustrating, and how tiny design decisions could completely change an experience. I didn't know the words for it back then, but I was slowly falling in love with product thinking ✨.
The more I explored, the more I realized I enjoyed solving problems more than just finding answers. Whether it's spotting friction in an onboarding flow, questioning why users drop off, brainstorming new features, or picking apart products just to understand why they work (or don't), my brain naturally drifts toward “How can this be better?” 💡 Over time, that curiosity grew into a fascination with AI, Machine Learning, and LLMs 🤖 — understanding not just how products are built, but how intelligent systems can make them feel effortless, personal, and genuinely useful.
Outside of products, I'm a little obsessed with experiences. 💃 Dancing clears my mind, 📖 books give me new perspectives, ✍️ journaling helps me make sense of my own, 🍳 cooking is my favorite kind of experiment, and ✈️ exploring new places reminds me how beautifully different people think and live. I also love dressing up and getting ready 👗✨ — not because of trends, but because I enjoy expressing my personality through the little details. Somehow, all of these hobbies make me a better product thinker by keeping me curious about people.
Today, I love connecting scattered dots🔗 — bringing together user needs, business goals, technology, and design to create products that solve real problems. I enjoy turning messy ideas into structured solutions, asking uncomfortable questions, and finding opportunities where others see obstacles. For me, product management isn't just about shipping features. It's about understanding people firstand building experiences they'll actually love using.
Work
Built & Shipped
Real products, real impact, real users.
Revamped the Kalpi Portfolio Analyser — cut navigation difficulty from 50% to under 6% via usability mapping, PRDs, and design handoff. Built n8n automation pipelines and an AI YouTube engagement system processing 144 videos/day via Gemini AI.
50%
6%
Nav Difficulty
6 months as product intern at an AI voice agent startup — evaluated Phi-4 vs LLaMA across 30+ edge cases, redesigned Figma flows after deep user journey mapping, and delivered measurable improvements across the full funnel.
Call ↑
Lead ↑
Supp ↓
Case Studies
Deep Dives
The methodology behind the results.
Challenge
50% of users reported navigation difficulty in the Kalpi Portfolio Analyser. The team also needed automated growth and engagement systems to scale without adding headcount.
Solution
Led full product revamp via usability mapping, PRDs, UX briefs, and Mixpanel funnel validation — cutting nav difficulty to under 6%. Built n8n automation pipelines (LinkedIn lead-gen + invoice workflows) and a Gemini AI YouTube engagement system processing 144 videos/day.
User Feedback
Experience
The Journey
Where I've been and what I've shipped.
Kalpi AI
Product Intern · Apr 2026 – Jun 2026
- Cut user-reported navigation difficulty from 50% to under 6% via usability mapping, PRDs, and design handoff.
- Tracked DAU/MAU and funnel drop-offs in Mixpanel; built a feedback loop from pain signals → PRD → design → validation.
- Built end-to-end n8n automations: invoice webhook pipeline and LinkedIn lead-gen via Apify & Apollo.io → PostgreSQL.
- AI YouTube engagement system: 3-workflow pipeline generating 144 contextual comments/day via Gemini AI.
“Combining product analytics with end-to-end automation to drive measurable usability and growth outcomes.”
Let's work together
Then let's build it.
And ship it right.
Have a product challenge, an idea that needs building, or just want to see what we can ship together? I'm in.