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李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片

cost reduction - FATP (Final Assembly Test Packing) FACA, yield rate enhancement and cost reduction Mechanical Assistant Manager • Inventec 一月三月Notebook design NPI to MP (Mid/ high level model of a world-renowned brand) - Project team leader - Innovation project & patent concept implementation - Key part owner (battery) Mechanical Design Supervisor • acer 十一月六月Smart Phone, wearable device, tablet, AR/VR and notebook product design NPI to MP, including: •RFQ and product ID materialize •DFM/ DFA/ DFT (test) •Manufacturing processes quality control •System design trouble-shooting & FACA •DOE (design of experiment) & design study

the laboratory, handle environmental and health safety affairs and maintain testing instruments. 3. Participate in laboratory and industry-university cooperation projects and assist in experiments Research Assistant • Academia Sinica 四月七月Design and synthesis of various monomer molecules, polymerization reactions to assemble Molecular macrocycles and molecular tunnels. And further explore the physicochemical properties of this polymer 2. Participate in industry-university cooperation projects and assist in experiments 學歷 國立中正大學(National Chung Cheng University) ChemistryNational Chung Hsing University Chemistry技能 Microsoft Office DOE Experiment D...

Cardiac Ejection Fraction Estimation Video classification model training for estimating ejection fraction scores. Semantic segmentation model training for identifying ventricular contractions and providing visualization. Fall Detection Implemented real-time fall detection for multiple persons by using LSTM neural network combined with features obtained via human pose estimation. Experiments design and collect training data. 【Self-Driving Car】 Perception Developed sensor fusion algorithms that combine data from multiple sensors (L iDAR , radar, camera, etc.) to generate a more accurate and reliable understanding of the environment. Software Integration System integration and real car tests at Taiwan CAR

.com Work Experience Arc & Codementor Product designer | AugNow Arc is a remote career platform for both company and developers to match remote jobs from anywhere. My main projects: ・ Client-side onboarding process redesign ・ Client-side dashboard redesign ・ Company profile editor ・AI applications (matching tool, content generator) Pinkoi Growth designer | AprAug 2022・2 yrs 5 mos Participated in Growth projects as UIUX designer and project owner which contribute to business goals (Acquisition, Activation, Retention.) Employs data-driven approach in experiment design and makes strategic decisions based on data analysis that align with key metric. Deploy user tests

and behaviors: ● Know optics, including Fourier optics and geometry optics ● Able to work in team or independently, with different functions and cultures ● Good communication and personal organization skills ● Optical simulation : Zemax, OSLO, TracePro, Rsoft, FDTD, CODE V, LightTools ● Extensive knowledge of developing verification environments and experiment design Education: ● Doctor degree in photoelectric engineering ● Master degree in photoelectric engineering ● Bachelor degree in Physics 技能 Experiment Design Customer Service Optical Design Data Analysis Supply Chain Verification Development 3D Scanning Metrology Design Microsoft Office Word PowerPoint Excel Outlook 語言 English — 中階 Title

data-driven decisions. My expertise in designing experiments, streamlining business metrics, and conducting causal inference analyses, significantly streamlined our decision-making process. Product and Marketing Design the experiments and key metrics for hypothesis verification. A/B Test Dashboard, automatically. Unconventional experimental analysis (such as natural experiments, fuzzy RDD, etc.). Optimize the effect of ads and payment pages from 0.8% to 3%. SEO and ASO, increased the number of downloads by about 100% YoY for 3 years. Designed and implemented business metrics. Build revenue modules, such as LTV, Subscribe