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Hello! I’m Muhammad Adnan R, a Senior Software Engineer with 5+ years of delivering high-performance web applications at scale. I also have hands-on AI engineering experience in RAG pipelines, LLMOps, and LLM evaluation on AWS infrastructure, and I’ve published AI research on TDD for LLM code generation. I’m driven by performance, quality, and cross-functional collaboration to create impactful software solutions. I currently lead technical initiatives at Trinity Wizards, while also pursuing AI research at King AbdulAziz University. I enjoy mentoring teammates, optimizing systems, and exploring how AI can augment software development in production environments.…Hello! I’m Muhammad Adnan R, a Senior Software Engineer with 5+ years of delivering high-performance web applications at scale. I also have hands-on AI engineering experience in RAG pipelines, LLMOps, and LLM evaluation on AWS infrastructure, and I’ve published AI research on TDD for LLM code generation. I’m driven by performance, quality, and cross-functional collaboration to create impactful software solutions. I currently lead technical initiatives at Trinity Wizards, while also pursuing AI research at King AbdulAziz University. I enjoy mentoring teammates, optimizing systems, and exploring how AI can augment software development in production environments.

Muhammad Adnan R

Web Developer, Full Stack Developer, Front-End Developer, +2

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Hello! I’m Muhammad Adnan R, a Senior Software Engineer with 5+ years of delivering high-performance web applications at scale. I also have hands-on AI engineering experience in RAG pipelines, LLMOps, and LLM evaluation on AWS infrastructure, and I’ve published AI research on TDD for LLM code generation. I’m driven by performance, quality, and cross-functional collaboration to create impactful software solutions. I currently lead technical initiatives at Trinity Wizards, while also pursuing AI research at King AbdulAziz University. I enjoy mentoring teammates, optimizing systems, and exploring how AI can augment software development in production environments.…Hello! I’m Muhammad Adnan R, a Senior Software Engineer with 5+ years of delivering high-performance web applications at scale. I also have hands-on AI engineering experience in RAG pipelines, LLMOps, and LLM evaluation on AWS infrastructure, and I’ve published AI research on TDD for LLM code generation. I’m driven by performance, quality, and cross-functional collaboration to create impactful software solutions. I currently lead technical initiatives at Trinity Wizards, while also pursuing AI research at King AbdulAziz University. I enjoy mentoring teammates, optimizing systems, and exploring how AI can augment software development in production environments.

Available to hire

Hello! I’m Muhammad Adnan R, a Senior Software Engineer with 5+ years of delivering high-performance web applications at scale. I also have hands-on AI engineering experience in RAG pipelines, LLMOps, and LLM evaluation on AWS infrastructure, and I’ve published AI research on TDD for LLM code generation. I’m driven by performance, quality, and cross-functional collaboration to create impactful software solutions.

I currently lead technical initiatives at Trinity Wizards, while also pursuing AI research at King AbdulAziz University. I enjoy mentoring teammates, optimizing systems, and exploring how AI can augment software development in production environments.

Skills

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Work Experience

Senior Web Application Engineer at Trinity Wizards

April 1, 2024 - Present

Senior Web Application Engineer responsible for optimizing performance and building AI-powered features. Key contributions include a 33% reduction in LCP, 62% reduction in TBT, and 54% improvement in Speed Index by optimizing bundle sizes with Webpack. Led a team of four engineers to raise Playwright end-to-end test coverage from 0% to 81.43%. Architected an AI-powered recommender system for a renewable energy client using RAG pipelines, prompt engineering, vector databases, and LLM evaluation (LLM-as-judge) with Claude and GPT-4o via AWS Bedrock, applying LLMOps practices. Automated deployment workflows across three repositories, saving 350+ developer hours.

AI Engineering Researcher at King AbdulAziz University

August 1, 2023 - Present

AI/LLM researcher (full-time while pursuing M.Sc.) contributing to PhD-level research and publishing on TDD for LLM code generation. Ranked 70th globally in Computer Science (QS) and produced two publishable papers (WoS Q2 & Scopus Q3).

Software Engineer, Fullstack at Grab

July 1, 2022 - August 31, 2023

Generated $1.27M revenue within two months by delivering the Cost-Per-Order feature in collaboration with product. Improved build performance by 43% through Webpack 5 re-engineering, and reduced endpoint latency by 46% while shrinking request body size by 99.2% through backend optimizations on createMerchantV2. Upgraded team knowledge by delivering 10 technical sessions on 155 topics.

Software Engineer, Frontend at Ruanguru

September 1, 2021 - July 31, 2022

Delivered features for RuangBelajar serving 30 million users with robust error handling, scalable translation mechanisms, and type-safe practices during a full platform reimplementation (mobile-to-web). Mentored 2 junior engineers to accelerate team contribution.

Software Developer, Frontend at Zahir Indonesia

July 1, 2021 - September 30, 2021

Led the frontend Microfrontend architecture with Module Federation, drove company-wide TypeScript adoption, and built a reusable component library across 3+ products using Atomic Design principles.

Frontend Engineer at Kautsar

May 1, 2020 - June 30, 2021

Bootstrapped EdTech startup; joined as the 3rd frontend engineer. Led a 2-person frontend team delivering EdTech products and built a reusable UI Component Library from scratch based on an in-house Design System.