My work sits where product, operations and technology meet, at Foodpanda, OYO, Zepto, Dell and now Citi. The industries change; my curiosity doesn't. I find the lever that moves the metric, and I build it. Foodpanda's conversion went from 10% to 34%. 100K+ merchants went live at over 99% quality. OYO saved ~$10M. Along the way I've led teams of up to 100 across Europe, the Middle East, APAC and India.
AI has widened what's possible, and I was building with it early. At Citi I created an AI tool that saves analysts hundreds of hours. On my own I've shipped four AI products, from child development to film financing.
Agentic AI / RAG / LLMs
Guardrails / Evals / Governance
Python / React / Next.js
Node.js / AWS / MongoDB
Child development intelligence that gives parents real clarity.
A structured, age-specific assessment produces a personalized developmental profile: cognitive patterns, emotional tendencies, social dynamics, and learning style.
The engine analyzes responses against developmental benchmarks for ages 2–18 — insights a child psychologist would take multiple sessions to surface, from toddler milestones to adolescent patterns.
Behavioral intelligence that replaces market research with prediction.
Describe your product, campaign, or strategy and get a complete prediction report: how your audience will respond, what drives their decisions, and where they'll push back.
Independent behavioral profiles report purchase intent, emotional response, and reasoning — with statistical validation, confidence intervals, and segment breakdowns. Minutes, not 6–8 agency weeks. Validated across India, US, Canada, UAE, and UK.
A virtual test screening for your script.
Upload a screenplay, get a complete greenlight package: audience intelligence, box office modeling, marketing direction, and talent impact analysis in one report.
The financial engine runs 10,000 Monte Carlo simulations with break-even and ROI at multiple budget levels — plus trailer hooks, taglines, viral moments, and risk flags. Native to both Hollywood and Indian cinema.
A recommendation engine that makes everyday decisions effortless.
Tell it what you're deciding and get a personalized recommendation backed by reasoning — food, gifts, fashion, entertainment, travel — tailored to your context and constraints.
The engine learns your taste profile across categories and sharpens over time. Specific picks with explanations, not generic top-10 lists — handling budget, dietary needs, occasion, and mood.
I gave an AI agent AI judges to check its work, then tried to break it.
An AI agent should never act on its own say-so. In this harness the agent only proposes. Deterministic rules, independent judges from different model families, and people for the uncertain cases decide what happens. A tamper-evident flight recorder keeps the evidence.
Run live on one laptop, the agent followed a prompt injection hidden in a support ticket, promised a discount nobody approved, and tried to push around a blocked branch. The checks caught every one. On 50 held-out decisions nothing unsafe got through, even with one judge deliberately compromised.
A storage intelligence desktop app that shows exactly where your disk space goes.
An interactive treemap of any folder or drive, byte-accurate duplicate detection (size → 128 KB fingerprint → full SHA-1), perceptual matching for similar photos, folder-vs-drive compare, and one-click undoable auto-organize.
Scans are indexed so reopening is instant and re-analysis only reads changed files — 120k files in ~80 ms. Nothing is ever permanently deleted: removed copies go to a restorable, drive-local trash.
Magazine-style page turns for React Native, with a real paper curl.
The page wraps around a cylinder that follows your finger, its back shows faint mirrored print, the page beneath is shaded, and a stack of sheet edges shows how much is left.
Works for fixed pages like a PDF rendered to images, and for flowing content: a pager lays reports and articles out as pages for every screen size and text size. Powers the reader in Kidsightful.