shivani singh

About

I'm an AI Engineer who got tired of just reading about growth — so I started building it instead. By day, I work on the technical side of AI: building multi-agent systems that automate complex workflows, deploying production-grade AI pipelines on cloud infrastructure, and designing NLP systems that turn messy, unstructured data into something people can actually act on. I've shipped tools used daily by real teams — not prototypes that live in a notebook — and I care a lot about the unglamorous parts: accuracy, latency, reliability, the stuff that decides whether an AI system actually works or just demos well. But somewhere along the way, I got pulled into a different question: what happens when you point AI engineering at growth problems instead of just product problems? That curiosity turned into building AI-powered GTM systems — using tools like Clay and n8n to source ideal customers, detect real buying signals (not just keyword matches), and generate outreach that actually sounds human. Not theory. Systems I build, break, and rebuild in public.I'm also deeply interested in the other side of growth: content and personal branding. I write about AI/ML concepts (transformers, fine-tuning, agent architectures) in ways that don't require a PhD to understand, and I'm building toward helping others figure out how to grow their own presence online — because having the skill isn't enough if nobody knows you have it. So that's me: an engineer who builds, a marketer who experiments, and someone who'd rather show the system than just talk about it. 📍 If you're a founder who needs GTM help, or you just want to talk AI/ML, growth, or content — my DMs are open.

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