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Marcel Bianan

@marcelbianan

AI and full-stack engineer at Cloudstaff who built a RAG pipeline covering 5,000+ documents.

Philippines
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At Cloudstaff, I built a LangChain RAG pipeline covering 5,000+ documents, with semantic chunking and permission-filtered pgvector retrieval. I also orchestrated retrieval, synthesis, and human-review workflows, measuring 92% faithfulness across 100 evaluation questions.

Previously, at Uwuverse Official, I engineered Java and Spring Boot services processing 50,000+ daily API requests and accelerated an endpoint from 6 seconds to 900 milliseconds. At Highly Likely, I delivered responsive customer websites using React and Angular.

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LL

Lyceum of the Philippines University - Laguna

Bachelor of Science, Computer Science

2019 - 2022

Pursued a Bachelor of Science in Computer Science from 2019 to 2022.

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