Mrudhula User

I’m a product-focused builder who ships “agentic orchestration” systems designed to earn trust inside real workflows. At AutoMailer, I cut manual effort per send by 80% while lifting draft quality—using a quality-audit agent that intercepts hallucinations and off-tone drafts before anyone hits “send.” I’m particularly energized by the moment where personalization breaks down and quality has to win over volume.

I map the outreach journey end to end—contacts in, enriched research, tailored drafts, audited sends—and I scope each stage as its own agent so the system stays reviewable instead of a black box. I also dig into strategy with KPI trees, instrumentation design, and funnel analysis—for example, my Voice Input strategy teardown shaped roadmap decisions by isolating the real friction behind underused “power feature” adoption.

Beyond shipping, I care deeply about guardrails and privacy-by-default. On my “Second Brain for WhatsApp” concept, I produced an engineering-ready spec with user-tested flows, on-device processing, and a privacy-mode toggle, rooted in semantic search and privacy-first architecture. In parallel, I’ve supported product execution through PM work, cross-functional alignment, and structured data models that reduce variance and speed delivery.