6+ years across GenAI platforms, live video at 50,000 concurrent viewers, and a founder run. I led a team of 10+ at Wiffy and took a multi-agent AI platform from mandate to production in 10 months with zero downtime — inside a legacy commerce system carrying live revenue. Today I also run my own products: CutQ — a salon booking platform that went live with real users in Punjab — and three pre-launch products: Kept, VisionAI, and Lifevault.
Case studies with costs named, three technical blogs, a design-decision FAQ, and the six hard questions — answered in writing, in advance.
OPEN THE CASE FILES →Leads teams of 10+, ships 10-month mandates with zero downtime, +30% release velocity. Awards: Hard-Hitter, Mr Consistent, Super Striker.
SEE THE RECORD →AI that works in production, legacy systems gaining capabilities without downtime, multi-tenant SaaS, live video at scale — the migrations nobody wants.
VIEW ENGAGEMENTS →Six years of consistent shipping, products built nights and weekends, and a belief that patience is the most underrated advantage in business. My gap, stated honestly: distribution — I want a market-side partner.
READ QUESTION SIX →A multi-agent GenAI platform grafted onto a legacy commerce system carrying live revenue — mandate to production in ten months, zero downtime.
0 DOWNTIME · 10 MONTHS · 6 ONBOARDEDCost accepted: evidence scattered across services, not one stack trace — paid up front with three unplanned weeks of distributed tracing and a replayable event log.
OPEN CASE FILE →Every field task AI-rated overnight — transcribed calls, images, and logged actions scored per dimension, so a low score arrives with its reason.
~10K NIGHTLY · 90%+ ACCURACY · 10x TIME SAVEDTrust was earned first: 1,000+ pre-rated tickets and a 90%+ accuracy bar before a single live rating.
OPEN CASE FILE →Hard tenant isolation with no noisy neighbors — a proxy that owns tenancy, a database per tenant, deploys nobody notices.
1 PROXY · DB PER TENANT · BLUE-GREENLesson: isolation, resources, cache warmth and deploys are one problem — each tenant feels like the only customer.
OPEN CASE FILE →50,000 people watching live classes, video arriving 25 seconds late. Rebuilt on WebRTC + HLS — from encoding to worldwide delivery — measured in Conviva.
25s → 5s · −50% BUFFERING · −75% PIRACYReliability layer: Prometheus, Grafana, SLO-based alerting — reliability up 50%+, detection time down.
OPEN CASE FILE →Salon discovery and booking, taken live in Patiala, Punjab — went live with real users; instant confirmation, a management layer for salons.
What it demonstrates: consumer product from idea → validation → production → real users in a real city.
An AI chat application self-hosted end to end — dockerized Postgres and Redis, pm2, nginx, certbot TLS on my own VPS.
What it demonstrates: I don't just build applications — I operate them.
Every event, beautifully kept — living galleries for event photographers, searchable by face, phrase, outfit or moment.
Technical heart: multimodal search over large photo and video libraries.
KEPT.APP.SASS-HUB.CLOUD ↗Your cameras already saw it. Now you can just ask — every meaningful moment written down in plain language.
Technical heart: vision-language pipeline over live streams.
VISIONAI.APP.SASS-HUB.CLOUD ↗Proof of life, once a day — a one-tap check-in with an escalation ladder and a zero-knowledge vault behind it.
Technical heart: an escalation state machine that must never fire early.
LIFEVAULT.APP.SASS-HUB.CLOUD ↗~10,000 field tasks rated per dimension every night — proven against 1,000+ human judgments before going live, kept honest by an appeal loop.
Each company walled off, each fast, none paying for their neighbor's size — and separation you can prove in an audit.
The bucket-list build, documented as a design record while it happens — with the north-star metric and the kill criteria decided in advance.
The questions I'd ask any AI team — if I'd ask it of you, it's only fair I answer it about myself first.
Understand the box before drawing outside it.
Proven tech in the load path, experiments at the edges.
Every claim on this site has a number behind it.
Version debt compounds — upgrade before it becomes a rewrite.
Retries, idempotency, reconciliation before the happy path gets polish.
Every trade-off on this site names the cost accepted.
— or the right consulting engagement, or the right cofounder conversation. Bangalore · Remote · open to relocating worldwide — Dubai, UK, US included. Immediate joiner.
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