Rami I.

I am a creative engineer with well developed problem solving skills and analytical abilities. I build AI agents that survive production, systems that stay accurate under real users, real edge cases, and real compliance rules. I work with companies and individual founders to design agents that hold up once they're live, and I bring enterprise-grade engineering to teams of every size. Most AI features demo well and fall apart in month two. My work is the opposite problem: making the thing reliable enough that a business can put its name on the output. I've built and shipped generative AI applications at enterprise scale and led AI work at that level, so the architecture, observability, and review practices that large organizations rely on come standard, whether you're a 200-person company or one person with a product. AI Agents & Copilots Designing agents that operate inside real products: tool calling, multi-step workflows, structured outputs, streaming, generative UI, and copilot interfaces embedded in an existing editor or app rather than bolted on as a chat window. Reliability & Evaluation Langfuse observability and tracing, PostHog product analytics, benchmark datasets and graded eval suites, regression testing across model and prompt changes, cost and latency optimization, human-in-the-loop review, and hard constraints for regulated or compliance-bound output. LLM Engineering OpenAI API, Anthropic/Claude API, Azure OpenAI Service, Deepseek API, model-agnostic architecture with provider fallback, prompt engineering and few-shot design, RAG and retrieval pipelines, citation and grounding systems, fine-tuning where it earns its cost, Vercel AI SDK, CopilotKit. Backend & Systems Python (FastAPI, Django), Node.js, RESTful API design and integration, Convex, Postgres, async and streaming architectures, API testing and integration testing. Frontend React, Nextjs, TypeScript, JavaScript, HTML/CSS, responsive interfaces, real-time and streaming UI. Cloud & Infrastructure AWS, Google Cloud Platform, Azure, scalable deployment for AI workloads. Also SEO, GEO and AEO for AI-crawler visibility, Conversational AI and chatbot development (OpenAI, WhatsApp, Discord), NLP, speech recognition and synthesis via Whisper, automation tooling (n8n, Make .com, Zapier, Twilio).