Simplifying complexity.
Automating impact through AI & platforms.
I build AI-powered platforms and workflow products that replace manual, error-prone processes with scalable automation. My work has saved 1000+ hours per month, improved decision quality, and delivered multi-million dollar cost impact across regulated, high-trust environments.
Open to Senior PM / Lead PM roles · AI, Platform, Automation · Available from Feb 13
Impact-driven launches
A portfolio of automation products built to solve real business challenges at scale.
Content Studio
A scalable, auditable content platform that centralizes regulatory knowledge, automates repetitive work with safe ML, and publishes validated content to downstream systems via a reusable API layer.
Key Benefits
- Single source of truth — Canonical information model and centralized hub for all content.
- Faster, safer publishing — Structured authoring, integrated validation and release-readiness gates.
- Automate the busywork — Human-in-the-loop ML for extraction, tagging and rule suggestions.
For: Content researchers, tax & compliance teams, engineers, and audit/risk teams.
Rate Extraction AI
AI-assisted extraction of regulatory notices into verified, publish-ready Sales & Use tax rates — fast, auditable, and designed for human-in-the-loop verification.
Key Benefits
- Extract at speed — Convert complex notice tables into structured rate objects in seconds.
- Human-verified automation — Item-level confidence scores, thumbs-up/down resolution, and safe auto-resolve for high-confidence cases.
- Publish with confidence — Integrated testing, audit trails and API-first publishing to downstream systems.
For: Content researchers, tax & compliance teams, product engineers, and QA/governance teams.
Spam Classifier & LLM Judge
A high-precision spam classifier, phased onboarding and an LLM Judge — reducing visible noise by ~30-40% and giving researchers transparent filters and safe automation.
Key Benefits
- Cut noise — Automatically hide ~30-40% of irrelevant notices so researchers focus on high-value items.
- Control & discoverability — Double range slider and retention rules let teams view, recover or audit hidden items.
- Safe automation — Auto-complete unassigned 100% irrelevant items after 2 days; keep records for 30 days before clearance.
For: Content Researchers
Side projects & experiments
Beyond my professional work, I enjoy building side projects and experimenting with new technologies.
dAIgest
AI-powered Knowledge Digest with Instant Clarification
An AI-first reading experience that converts newsletters, Medium articles, and other content into Inshorts-style cards. Skim fast, save what matters, and get instant clarification on difficult concepts.
What I bring to the table
With years of experience leading automation initiatives at scale, I bring a unique blend of technical depth and business acumen.
Generative AI & RAG
Building Gen-AI products with focus on efficiency. Spearheaded RAG initiatives, AI extraction systems, and in-house translation systems that save thousands of hours.
SaaS Product Development
End-to-end product ownership from strategy to delivery. Built Content Studio (0→1) and scaled platforms serving global compliance needs across 80+ countries.
Legacy System Migration
Modernizing legacy systems and building scalable solutions. Sunset 3+ legacy systems by migrating workflows, saving $100K annually.
Cross-Functional Leadership
Aligning engineering, data scientists, design, and business teams. Built and managed high-performing teams of 7 PMs with hiring and performance responsibilities.
UX Design & Prototyping
Crafting intuitive user experiences with wireframes and prototypes. Skilled in Balsamiq and Figma for rapid design iteration.
Domain Expertise
Deep experience in FinTech, Background Verification, and Compliance products. Expert in cross-border tax systems and e-invoicing mandates.
Product leader turning messy operations into scalable, trusted systems
I'm Mayur — a Senior Product Leader (GenAI, automation, and platforms) with 10+ years in product and 17+ years in tech, based in Mumbai.
I build workflow and content systems that reduce manual effort, improve quality, and scale decision-making in high-trust / regulated environments.
Most recently at Avalara, I designed agentic AI workflows to source, extract, and manage global compliance content — with human verification + auditability built in.
/ Open to opportunities