Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
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2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
En un mes
reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation system with Databricks Delta Lake, maintaining a high-quality data influx and elevating system performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment
python
tensorflow
keras
Desempleado
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Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05
nlp-rasa
recommender system
pytorch tensorflow
Empleado
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Abierto a oportunidades
A tiempo parcial / Interesado en trabajar a distancia
Más de 15 años
Purdue University
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School of civil engineering (Stochastic & statistical hydrology)
and collaborative efforts. Data Specialist / R&D Institute for Information Industry OctOct 2023 Taipei, Taiwan - Digital Marketing & Traffic Optimization: Enhanced search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses
Google Analytics
Google Tag Manager
Data Mining
Empleado
A tiempo completo / Interesado en trabajar a distancia
lai chao chyi Senior Software Developer, Extensive experience in Android app development, Experience in independently developing apps with Vue.js Currently working at Microsoft as a Support Engineer, primarily responsible for the product Azure OpenAI. 台灣新北市 Work Experience Azure Support Engineer • Microsoft Product: Azure (OpenAI & IoT) Content: - Application and technological research of Azure services - Architecture & solution recommendations - OpenAI prompt engineering Rectified critical issue for client utilizing Azure OpenAI and IoT Services, resulting in notable improvements in performance and heightened customer satisfaction. Collaborated extensively across multiple departments(billing, network service, APIM) Promoting a customer
App Development
Windows
Android
Empleado
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Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
Senior Software Engineer @KaiOS Technologies, Inc.
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2021 ~ 2023
Sr. Backend Engineer, Sr. Software Engineer, Backend Team Leader
En un mes
It includes various applications, including each service via a message queue to communicate and share data. KaiStore backend To create an App Store for the world's most popular KaiOS applications, allowing KaiOS mobile users to download thousands of apps through KaiStore. This is a microservices architecture- based system, with the project utilizing GoLang for the API gateway layer, and Java SpringBoot to communication with the Cassandra database. It is capable of easy horizontal scalability and rapid responsiveness to serve tens of millions of KaiOS mobile users. To implement the app recommendation feature for KaiStore, collaborating
Java
Python
Spring Boot
Desempleado
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Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
the CI/CD workflow and generic helm template to support over 30 projects and ensure easy integration with our GitOps deployment. MayMay 2022 Senior software engineer E.SUN Financial Holding Co., Ltd MLaaS platform Introduces MLaaS platform framework based on Kubernetes, consulting on several ML service system designs and operation tasks Kubernetes/golang/Prometheus/minio/airflow/EFK/kafka/argocd/argo-rollout Deploy On-Premise Kubernetes cluster and operation tasks like monitoring, scaling up/down nodes, troubleshooting, and root cause analysis Designed and built ML platform core features
kubernetes
Golang
Cloud Native Application
Empleado
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No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
元智大學 Yuan Ze University
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CSE
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