{"canonicalUrl":"https://humetric.net/p/profile-056380b52e984747814e8a30b27efc08","profileVersion":"4882b55f-3d52-4547-85d9-908b03827906","lastUpdated":"2026-09-12T16:14:42.323256+00:00","profile":{"display_name":"Anonymous profile","last_updated":"2026-09-12","slug":"profile-90c7d640f7ee4262","headline":"AI Engineer","summary":"An AI engineer with experience in developing agentic workflows, full-stack applications, and machine learning models. Skilled in building LLM-powered products, optimizing data pipelines, and deploying scalable software solutions.","years_experience":4,"skills":["Airflow","AWS","BERT","Dify","Electron","Google Gemini","JavaScript","LangFuse","LangGraph","LLMs","PostgreSQL","Prompt Engineering","Python","React","SQLite","TypeScript","Web Scraping"],"experiences":[{"id":"c12437a7-12e0-4b28-9eb1-ad3aa78b8c89","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","title":"Co-Founder & CTO","company":"HuMetric","start_date":"Jun 2026","end_date":"present","description":"Co-founded a pre-revenue AI talent data platform; leads engineering, including the candidate matching architecture, PDF-to-keyword enrichment pipeline, and MCP tool design.","position":0},{"id":"3bd3f738-376a-4fde-8f47-9a08fc27eb69","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","title":"AI Engineer","company":"TrendAI","start_date":"Oct 2025","end_date":"present","description":"Owns the agent's personalization layer, including long-term memory and profile data, while managing agent observability and document analysis features.","position":1},{"id":"7bac586b-2457-4864-8af5-7259428e47b0","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","title":"Co-Founder & CTO","company":"INTEVIA AI","start_date":"Jul 2025","end_date":"Nov 2025","description":"Built Knovy, an always-on AI meeting assistant, managing full-stack development and achieving over 200 active users within three months.","position":2},{"id":"8cc1e62b-fd92-4328-a25b-7615f053735d","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","title":"Software Engineer Internship","company":"capacura","start_date":"Oct 2023","end_date":"Jan 2024","description":"Engineered an automation workflow using Python and LLMs that reduced review time by 90% and improved NER accuracy through BERT fine-tuning.","position":3},{"id":"8ae6a9d1-eec2-479f-b6df-ecd7f923559d","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","title":"Software Engineer Internship","company":"CYTENA BPS","start_date":"Jul 2021","end_date":"Aug 2022","description":"Developed a cross-platform data analytics suite utilizing Electron and React.","position":4}],"educations":[{"id":"acd2033e-8e16-4339-a009-1b022688d4d3","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","school":"National Taiwan University of Science and Technology (NTUST)","degree":"M.S.","field":"Electronic and Computer Engineering","start_year":2022,"end_year":2024},{"id":"29f845f9-6a04-4017-9a1a-c46b6fec9bcc","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","school":"National Taiwan University of Science and Technology (NTUST)","degree":"B.E.","field":"Electronic and Computer Engineering","start_year":2018,"end_year":2022}],"projects":[{"id":"454b9271-2173-4173-b7c7-190a4affa3ee","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","name":"Secreterry","description":"An AI-powered Chrome extension that organizes web content into Notion, reducing organization time by 8x.","url":null,"technologies":["TypeScript","React"],"position":0},{"id":"755a6420-6913-4ee3-8c58-59157da88c60","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","name":"Kobo2Notion","description":"An open-source cross-platform desktop app designed to summarize and sync Kobo highlights to Notion.","url":"https://github.com/ghnmqdtg","technologies":[],"position":1},{"id":"22bbcf16-6c82-4b67-a82a-a46c2ffc87e2","person_id":"9248f69d-6115-48c4-9c59-c34febdb9854","name":"VM-ASR","description":"A lightweight dual-stream U-Net model for audio super-resolution published in IEEE TASLP, achieving 35% SOTA improvement.","url":"https://archi-zhang.blog/","technologies":["ASR","U-Net"],"position":2}]},"chunksVersion":"profile-chunks-v3","approvedDiscoveryQueries":["AI Engineer","Python TypeScript React"],"evidence":[{"id":"identity:0","type":"identity","ordinal":0,"locale":"en","text":"AI Engineer. 4 years experience","fieldKeys":["headline","years_experience"]},{"id":"summary:0","type":"summary","ordinal":0,"locale":"zh","text":"AI Engineer. Summary / 簡介: An AI engineer with experience in developing agentic workflows, full-stack applications, and machine learning models. Skilled in building LLM-powered products, optimizing data pipelines, and deploying scalable software solutions.","fieldKeys":["summary"]},{"id":"skills:0","type":"skills","ordinal":0,"locale":"zh","text":"AI Engineer. Skills / 技能: Airflow, AWS, BERT, Dify, Electron, Google Gemini, JavaScript, LangFuse, LangGraph, LLMs, PostgreSQL, Prompt Engineering, Python, React, SQLite, TypeScript, Web Scraping","fieldKeys":["skills"]},{"id":"discovery:0","type":"discovery","ordinal":0,"locale":"zh","text":"AI Engineer. Role / 職稱: AI Engineer. Experience / 年資: 4 years experience. Expertise / 專長: Airflow, AWS, BERT, Dify, Electron, Google Gemini, JavaScript, LangFuse, LangGraph, LLMs, PostgreSQL, Prompt Engineering","fieldKeys":["headline","years_experience","skills"]},{"id":"experience:0","type":"experience","ordinal":0,"locale":"zh","text":"AI Engineer. Experience / 經歷: Co-Founder & CTO at HuMetric. Jun 2026 to present. Co-founded a pre-revenue AI talent data platform; leads engineering, including the candidate matching architecture, PDF-to-keyword enrichment pipeline, and MCP tool design.","fieldKeys":["experiences"]},{"id":"experience:1","type":"experience","ordinal":1,"locale":"zh","text":"AI Engineer. Experience / 經歷: AI Engineer at TrendAI. Oct 2025 to present. Owns the agent's personalization layer, including long-term memory and profile data, while managing agent observability and document analysis features.","fieldKeys":["experiences"]},{"id":"experience:2","type":"experience","ordinal":2,"locale":"zh","text":"AI Engineer. Experience / 經歷: Co-Founder & CTO at INTEVIA AI. Jul 2025 to Nov 2025. Built Knovy, an always-on AI meeting assistant, managing full-stack development and achieving over 200 active users within three months.","fieldKeys":["experiences"]},{"id":"experience:3","type":"experience","ordinal":3,"locale":"zh","text":"AI Engineer. Experience / 經歷: Software Engineer Internship at capacura. Oct 2023 to Jan 2024. Engineered an automation workflow using Python and LLMs that reduced review time by 90% and improved NER accuracy through BERT fine-tuning.","fieldKeys":["experiences"]},{"id":"experience:4","type":"experience","ordinal":4,"locale":"zh","text":"AI Engineer. Experience / 經歷: Software Engineer Internship at CYTENA BPS. Jul 2021 to Aug 2022. Developed a cross-platform data analytics suite utilizing Electron and React.","fieldKeys":["experiences"]},{"id":"education:0","type":"education","ordinal":0,"locale":"zh","text":"AI Engineer. Education / 學歷: M.S.. Electronic and Computer Engineering. National Taiwan University of Science and Technology (NTUST)","fieldKeys":["educations"]},{"id":"education:1","type":"education","ordinal":1,"locale":"zh","text":"AI Engineer. Education / 學歷: B.E.. Electronic and Computer Engineering. National Taiwan University of Science and Technology (NTUST)","fieldKeys":["educations"]},{"id":"project:0","type":"project","ordinal":0,"locale":"zh","text":"AI Engineer. Project / 專案: Secreterry. Built with / 使用技術: TypeScript, React. An AI-powered Chrome extension that organizes web content into Notion, reducing organization time by 8x.","fieldKeys":["projects"]},{"id":"project:1","type":"project","ordinal":1,"locale":"zh","text":"AI Engineer. Project / 專案: Kobo2Notion. An open-source cross-platform desktop app designed to summarize and sync Kobo highlights to Notion.","fieldKeys":["projects"]},{"id":"project:2","type":"project","ordinal":2,"locale":"zh","text":"AI Engineer. Project / 專案: VM-ASR. Built with / 使用技術: ASR, U-Net. A lightweight dual-stream U-Net model for audio super-resolution published in IEEE TASLP, achieving 35% SOTA improvement.","fieldKeys":["projects"]},{"id":"discovery:1","type":"discovery","ordinal":1,"locale":"zh","text":"AI Engineer. Approved discovery query / 核准搜尋語句: AI Engineer","fieldKeys":["headline","desired_queries"]},{"id":"discovery:2","type":"discovery","ordinal":2,"locale":"zh","text":"AI Engineer. Approved discovery query / 核准搜尋語句: Python TypeScript React","fieldKeys":["headline","desired_queries"]}]}