Naol Tamrat

- Attian: Executed a pixel-perfect Framer to Next.js migration, replicating design-side motion and architecting a 5-schema Sanity CMS with automated lead-capture and ISR.
- AOSN: Managed Render infrastructure and Sentry diagnostics; re-engineered Stytch MFA auth flows and resolved backend session errors to eliminate 401 regressions.
- PrivyAI: Optimized AI agent provisioning and RunPod/Docker runtimes; integrated Web Speech API and privacy-safe observability for real-time agent interactions.
- JanaIntake: Built medical document pipelines using Django Ninja and Celery; utilized Gemini and Pydantic to automate clinical entity extraction and ICD-10 mapping.
- Tech stack: TypeScript, JavaScript, Python, Next.js, React, FastAPI, Sanity CMS, PostgreSQL, Docker, RunPod, Stytch, Sentry, Plausible, PostHog.

- Optimized LLM performance and cost by engineering a response interception system for structured tool outputs (Maps, Calendar, Hotels), reducing API expenses by 67% and cutting average latency from 9s to 3s.
- Architected a modular microservice layer using the Model Context Protocol (MCP) to integrate 10+ third-party APIs (Google Maps, Ticketmaster, Duffel, RateHawk), enabling AI agents to execute complex, multi-step booking workflows.
- Streamlined agentic state management by implementing LangGraph, replacing rigid top-down hierarchies with a Swarm architecture to facilitate dynamic task handoffs and autonomous inter-agent communication.
- Enhanced retrieval accuracy by integrating RAG pipelines with vector search for semantic queries across events and todos, successfully replacing legacy keyword-based retrieval systems.
- Developed a high-concurrency browser automation service using FastAPI and browser-use to manage parallel Chrome instances and profile persistence for reservations across Google Maps, OpenTable, and SevenRooms.

- Tech Stack: LangGraph, LangChain, Model Context Protocol (MCP), Pinecone, RAG, Express.js, Laravel, TypeScript, JavaScript, Cosmos DB, Azure, Firebase, Playwright,

Python, FastAPI, browser-use

Project Lead & Frontend Developer · Aug 2024 – Jan 2025
- Led product direction for eskalate.io, planning roadmaps and executing Agile sprints based on 90+ developer interviews.
- Boosted profile completion from 13% to 90%+ by adding contextual tooltips, simplifying editors for consistent formatting, and conducting targeted outreach.
- Rebuilt the marketing landing page with service sections, navbar dropdowns, and responsive service pages.
- Dockerized the application with multi-stage builds for GCP deployment.
- Tech Stack: Next.js, TypeScript, Tailwind CSS, Shadcn UI, Docker, Jira, GCP

Frontend Developer · Oct 2023 – Jul 2024
- Architected the frontend from scratch — folder structure, Redux/RTK Query state layer, refresh token system, coding guidelines, linters, CI/CD, and GitHub configurations.
- Built the complete profile system (20+ components): multi-step forms with validation, drag-and-drop resume upload, image cropping, and progress tracking for 800+ users.
- Led frontend contributions across a 5-developer frontend team within a 9-developer cross-functional team.
- Tech Stack: Next.js, TypeScript, Redux Toolkit, RTK Query, Tailwind CSS, GCP