About Me

I'm a Context Engineer on the Research Team at Sully.ai, a Y Combinator-backed healthcare AI company building autonomous AI agents for hospitals. I design context engineering systems for clinical AI.

Before Sully, I was AI Agent Systems Manager at 99Ravens AI (Toronto), where I built the company's core multi-agent platform. I joined as their first AI hire—a Prompt Designer—and was promoted within three months to managing the entire agent systems architecture, shipping production AI systems for leading agencies and marketing teams.

I spent seven years in B2B marketing before that: at Insider (a Sequoia-backed unicorn), I ran global HubSpot operations and field programs. At Tmob, I led marketing for fintech and airline retail partnerships, growing leads 40% YoY. At Jonas Software, I managed communications and led AI transformation across teams. Seven years of operations taught me how knowledge breaks down at scale.

The shift from marketer to builder happened gradually, then suddenly. I taught myself to code by automating my workflows with LLMs. Built AI agents for marketing tasks, an autonomous marketer, and open-source projects. Then 99Ravens gave me three months to learn production AI engineering: multi-agent orchestration, context engineering, observability, and evaluation frameworks.

My open-source work includes Agent Skills for Context Engineering (10,000+ GitHub stars, #1 on Replicate Hype) and AI Investigator (650+ stars). Agent Skills was cited in academic research—the paper "Meta Context Engineering via Agentic Skill Evolution" (2026) from Peking University's State Key Laboratory of General Artificial Intelligence cited it alongside Anthropic as foundational work on static skill architecture. Other projects: ReadWren extracts literary DNA through conversation, Feed2Context turns social posts into research reports, and JeezAI was an AI career platform that scaled to 5,000+ users.

I've been featured in Ben's Bites, TLDR AI, LangChain, and The Neuron. I published on the Zapier blog on context engineering for marketing teams and placed 2nd at the Google Cloud × AI Tinkerers Hackathon. My article "The File System Is the New Database" reached 2 million views in one week. I'm also a MiniMax AI Developer Ambassador and a Clay AI creator.

I was born in Turkey and studied Communication Design (Human-Computer Interaction) at Ozyegin University on a full scholarship. I built an in-house media agency, organized events, founded tech communities, and served on the student union. I had work featured in international exhibitions and shot street photography (see my VSCO). I volunteered as an AI writer at HackerNoon and advocated for human rights and free speech in Turkey.

I think a lot about context engineering, multi-agent systems, AI persona embodiment, and Human-AI interactions. I focus on making LLMs act like specific experts with high fidelity—not generic chatbots.

I'm a techno-optimist focused on AI's role in democratizing creativity and accelerating growth. Off-hours, I build, read AI papers, play poker (badly) and FIFA (slightly better), and watch the Blue Jays. I'm also a CanadaRED Squad member and coach in training.

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