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I'm Yuki Mori, a Senior AI Engineer focused on retrieval-augmented generation (RAG), NLP, and workflow automation. I build production-grade data pipelines and AI systems that improve accuracy, reduce latency, and automate operations in cloud environments. I thrive on turning complex problems into robust, scalable solutions that deliver measurable business impact. I enjoy solving hard problems by combining LLMs, vector databases, and automation to create reliable, extensible AI systems. I’m passionate about clear instrumentation, security, and thoughtful UX in AI-powered applications.…I'm Yuki Mori, a Senior AI Engineer focused on retrieval-augmented generation (RAG), NLP, and workflow automation. I build production-grade data pipelines and AI systems that improve accuracy, reduce latency, and automate operations in cloud environments. I thrive on turning complex problems into robust, scalable solutions that deliver measurable business impact. I enjoy solving hard problems by combining LLMs, vector databases, and automation to create reliable, extensible AI systems. I’m passionate about clear instrumentation, security, and thoughtful UX in AI-powered applications.

Yuki Mori

2D Animator, AI Engineer, Data Scientist, +3

5.0 (1 review)

I'm Yuki Mori, a Senior AI Engineer focused on retrieval-augmented generation (RAG), NLP, and workflow automation. I build production-grade data pipelines and AI systems that improve accuracy, reduce latency, and automate operations in cloud environments. I thrive on turning complex problems into robust, scalable solutions that deliver measurable business impact. I enjoy solving hard problems by combining LLMs, vector databases, and automation to create reliable, extensible AI systems. I’m passionate about clear instrumentation, security, and thoughtful UX in AI-powered applications.…I'm Yuki Mori, a Senior AI Engineer focused on retrieval-augmented generation (RAG), NLP, and workflow automation. I build production-grade data pipelines and AI systems that improve accuracy, reduce latency, and automate operations in cloud environments. I thrive on turning complex problems into robust, scalable solutions that deliver measurable business impact. I enjoy solving hard problems by combining LLMs, vector databases, and automation to create reliable, extensible AI systems. I’m passionate about clear instrumentation, security, and thoughtful UX in AI-powered applications.

Available to hire

I’m Yuki Mori, a Senior AI Engineer focused on retrieval-augmented generation (RAG), NLP, and workflow automation. I build production-grade data pipelines and AI systems that improve accuracy, reduce latency, and automate operations in cloud environments. I thrive on turning complex problems into robust, scalable solutions that deliver measurable business impact.

I enjoy solving hard problems by combining LLMs, vector databases, and automation to create reliable, extensible AI systems. I’m passionate about clear instrumentation, security, and thoughtful UX in AI-powered applications.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Polish

Fluent

Work Experience

Full Stack Engineer at Ad Astra

June 3, 2025 - May 20, 2026

I am a full-stack developer with 6+ years of experience focusing on building clean, scalable, and intuitive apps. I am skilled in React, experience designing simple yet powerful merchant TypeScript, Node.js, and MongoDB, and have experiences. I am skilled in API integrations and app architecture, and work across departments to transform product ideas into high-quality development compatible features.

Senior Full Stack & Shopify Developer

January 20, 2024 - Present

Designed and developed merchant-centric Shopify apps using React, TypeScript, and Polaris components. Engineered robust REST and GraphQL integrations with Shopify Admin APIs and external services. Built a modular backend with Node.js, Express.js, and MongoDB to support flexible merchant data models. Implemented real-time data updates via webhooks and background job processors. Wrote unit and integration tests to ensure reliability across deployments. Collaborated in a cross-functional squad including product managers and UI designers.

Senior Full Stack Developer

August 20, 2021 - Present

Created internal tools and Shopify-like dashboards using React, Express, and MongoDB. Developed automated workflows for inventory management and custom report generation. Connected store data via secure API endpoints and streamlined data handling pipelines. Enhanced user experience by implementing form validation, auto-complete inputs, and modal UX for merchants. Built reusable RESTful APIs and data models to support scalable features.

AI Developer Intern at Narrates Limited

March 1, 2018 - March 1, 2019

Assisted in developing an RAG prototype combining LLMs with a vector database to deliver context-aware internal search and more reliable answers. Built eight new workflows to automate data ingestion, embedding, retrieval, and inference with retrievers, backoffs, and alerting to streamline demos. Tuned prompts and retrieval parameters, and performed targeted evaluation with golden sets to improve relevance and stability across queries.

AI Developer at Bilby

November 1, 2019 - May 1, 2022

Shipped production Retrieval-Augmented Generation pipelines combining LLMs with FAISS/Pinecone and hybrid BM25+ vector retrieval with cross-encoder ranking. Built and maintained eight autonomous workflows for ingestion, embedding, retrieval, and inference with retrievers, backoffs, and alerting for high reliability. Tuned prompts, retrieval parameters, and query rewriting logic to strengthen precision, recall, and throughput at scale. Established robust evaluation and observability frameworks with golden sets, A/B testing, and dashboards for continuous optimization. Implemented CI/CD integration with production guards, ensuring 99.95% uptime and <0.20% error rate across services.

Backend Engineer (AI Voice Platform) at Merlin Digital Hero

August 1, 2020 - November 1, 2021

Built backend services in Node.js/Express to orchestrate multiple LLM engines and enforce user subscriptions/entitlements. Integrated real-time search and summarization: on any visited page, Merlin extracts context, calls model APIs, generates summaries, and renders results in an in-page overlay. Ensured security and privacy by implementing robust authentication (OAuth flows), encryption at rest/in transit, and GDPR-aligned safeguards.

Backend Engineer at Merlin Digital Hero

May 1, 2022 - February 1, 2023

Implemented production-grade backend services in Node.js/Express to orchestrate multiple LLM engines and enforce user subscriptions/entitlements. Tuned prompts, retrieval parameters, and query rewriting logic to improve accuracy, recall, and throughput across large-scale evaluations. Established robust evaluation and observability frameworks with golden sets, A/B testing, and cost/performance dashboards for continuous optimization. Implemented CI/CD pipelines and runtime guardrails to achieve 99.95% uptime and <0.2% error rate across services.