
AI product engineering, voice workflows
Kolsetu
Agentic AI systems for regulated industries — Elba handles calls, WhatsApp, SMS with multilingual intelligence and compliance-aware workflows.
I build production-grade AI SaaS features — workflow automation, voice AI, analytics instrumentation, and growth-focused web platforms. Shipping real products, not side projects.

Workflow automation, voice AI, and analytics for regulated industries.
Role
AI Product Eng
Stack
Next · TS · AI
What I shipped
Concrete engineering work merged and running in production at Kolsetu — not prototypes, not demos, not tutorials.
Built workflow version history with automatic snapshots, preview, one-click restore, and semantic versioning. Added AI-powered change note generation using Gemini — analyzing diffs across nodes, edges, and configuration fields to produce concise changelogs.
Integrated Sarvam AI as a TTS/STT provider for Hindi and Hinglish voice support, including provider configuration, voice and language controls, runtime availability status, fallback guidance, and region-aware speech provider handling.
Built SEO-focused marketing features including dynamic competitor comparison pages, industry landing pages, JSON-LD structured data, multilingual blog CMS with Markdown rendering, internal-linking clusters, and SSR performance optimization with dynamic imports.
Products
Production products I've built or am actively building as an engineer and founder.

AI product engineering, voice workflows
Agentic AI systems for regulated industries — Elba handles calls, WhatsApp, SMS with multilingual intelligence and compliance-aware workflows.

Product systems, course flows, onboarding
Cohort-course infrastructure with the clarity teachers need and the speed students expect. Full-stack from payments to video delivery.
Experience
Production SaaS, founder-led products, and developer tooling.
Current · Remote
Kolsetu
Building production features across Elba, a multilingual AI voice platform for regulated industries. Shipping workflow automation, voice AI integrations, compliance tooling, and SEO infrastructure.
Cohort learning product
Mentorix
Founded and built a creator platform end-to-end — backend, frontend, video infrastructure with Mux, payments with Razorpay, and continuous UI iteration. Took it from idea to shipped product.
Writing
Long-form thinking about AI architecture, product engineering, and the craft of building software that lasts.
Operating style
I prefer proof over pitch: live work, real constraints, fast feedback, and the discipline to keep shipping.
Good products need a visible operating style: think clearly, simplify early, polish late, and protect momentum.
I like interfaces that feel soft, tactile, and high-signal: memorable without becoming loud or gimmicky.
Next move
For product engineering, AI workflows, interface systems, or early-stage products that need more execution than planning.