Open to opportunities

Noah Lin Cruz

@noahlincruz

Independent AI researcher building machine-learning and AI agents that optimize decision speed and reduce retrieval latency.

United States

Message

What I'm looking for

I’m looking to build practical AI agents and LLM/RAG systems that solve real user needs—improving decision speed, retrieval latency, and accuracy. I want to combine strong math with production-minded engineering and rapid iteration with users.

I’m an independent AI researcher with hands-on experience in machine learning and AI agent development, grounded in strong mathematics. I work across LLMs, reinforcement learning, and RAG, translating research ideas into practical systems that improve real user outcomes.

I’ve built and optimized custom AI agents, achieving “40% faster decision-making” and “slashed retrieval latency by 50%,” while also improving predictive accuracy by “25%.” I’ve pre-trained transformer-based models on domain-specific scientific corpora, configured distributed training pipelines (reducing training time by 30%), and iterated with beta users to refine prompts and agent behaviors.

Experience

Work history, roles, and key accomplishments

Current

AI and Web Development Researcher

Current

Independent

Jun 2026 - Present (1 month)

Conduct independent AI and web development research across machine learning, reinforcement learning, LLMs, RAG, and AI agents. Built and validated 10 ML models with PyTorch/TensorFlow, designed a custom AI agent architecture, and improved decision-making speed by 40% while reducing retrieval/search latency by 50%.

Python PyTorch TensorFlow TypeScript Next.js HTML CSS Reinforcement Learning LLM Transformers Retrieval Augmented Generation (RAG)AI Agents scikit learn Pandas NumPy Distributed Training Linear Algebra

Education

Degrees, certifications, and relevant coursework

Palawan State University

Master of Arts in Education (MAEd), Mathematics

2024 - 2026

Grade: GPA: 3.0 (GWA 2.0)

Master of Arts in Education (MAEd) with a focus on Mathematics, including advanced research methods, modern mathematics, and mathematical analysis. Conducted a master's research project under faculty supervision and completed comprehensive examinations.

Palawan State University

Bachelor of Secondary Education, Mathematics

2020 - 2024

Grade: GPA: 3.25 (GWA 1.75)

Bachelor of Secondary Education with a specialization in Mathematics, covering college algebra, trigonometry, calculus, linear algebra, statistics and probability, and modern algebra. Completed undergraduate mathematics coursework with an emphasis on analytical problem-solving and mathematics teaching methods.