Cake Talent Search

顏士傑 | Andrew 最純粹的動能是 :「享受交付任務，並透過自身貢獻創造改變的過程」 : [email protected] :Taoyuan City, Taiwan Hi 我是Andrew, 今年從QA轉職成為PJM，正在感受與學習台灣各種不同業態領域知識，以及軟體產業的快速步調中，平常也喜歡展開不同的生活企劃或學習

Developer (Founder) • Self-employed Jan 2019 ~ Jun 2024 | Taipei, Taiwan - Designed a quantitative trading system that employed delta-neutral strategies for options arbitrage, consistently achieving a 4% monthly profit. - Initiated the project from scratch, which involved acquiring knowledge of options, defining the system architecture, evaluating open-source tools, planning data processing flows, programming every snippet, and designing the user experience. - The trading system includes: ETL that schedules (Airflow) crawler tasks to gather latest data and store in databases (MariaDB, MongoDB), Optimization that performs the calculation accelerated by GPU (Numba, RAPIDS) and clustering (Dask) to identify favorable cases for

Proven ability to lead cross-cultural teams and drive innovation in AI applications across industries. Skill Sets - AI/ML: LLM fine-tuning, RAG, PyTorch, Scikit-learn, Hugging Face, Gensim, LoRA, PEFT, LangChain, llama.cpp, BERT, Transformer models - NLP: Spacy, Word2Vec, Named Entity Recognition, Sentiment Analysis, Prompt Engineering - Data Processing & Databases: Elasticsearch, Neo4j, SQL, SQLite, FAISS - Cloud Platforms: AWS, GCP, COZE - Programming: Python (Advanced) - Other: Web Scraping, Data Visualization Professional Experience AI Team Lead, Fimmick (08/Present) Lead AI initiatives for a Hong Kong-based company with development teams in Taiwan. - Design and architect innovative AI

腦觀看請使用Desktop連結，若以手機觀看請使用Mobile連結，感謝您的閱覽 工作經歷 產品設計師/UIUX設計師 大數據股份有限公司 | Big Data, Ltd. 九月PresentTaipei, Taiwan 工作內容：領導官網改版規劃與設計、Saas系統產品、前期UX研究、資訊架構規劃、企業識別系統設計、品牌設

market, optimizing brand and performance ads on platforms such as Google, Meta, Apple Search Ads, Line, and TikTok. Optimized app download ads on Meta, UAC, Apple Search Ads, and TikTok by improving audience segmentation, resulting in a 30% YoY decrease in CPA. Proficient in using AppsFlyer for app data analysis (DAU/MAU/retention rate), establishing RT audiences, and optimizing in-app events. Managed the MGM Referral Program, planning and executing member referral activities to lower overall new customer acquisition costs. Vpon AI Big Data Group , JanSep 2023 Campaign Manager Working at a big data

智能有限公司(原未來科技) 一月八月 2024 MySQL 8.0 TiDB PhpMyAdmin Mongo 6.0 Kafka MQTT emqx 5.5 ETCD Redis DockerDocker-ComposeGolangAWS Kratos Microservice GRPC Goroutine Channel GMP Gin Framework GraphQL Main Product 1. Sport Data Center (Big Data analyze) 2. CustomerService (Communication software) 主要負責工作 1. 體育比分站 (大數據分析) 2. 智能客服系統(通訊軟體) 3. 規劃架構 4. 提供

Cheng-Yu Sung（Timmy） Senior Data Analyst I maintain a strong curiosity about all things and leverage data to comprehend the world and address complex questions. With five years of experience as a data analyst, my current focus is on managing royalty systems, developing data pipelines and dashboards, and producing a wide range of [email protected] Taichung City, Taiwan Work Experience JanuaryPresent Taichung City, Taiwan Senior Data Analyst RHINOSHIELD Managed the royalty report system, automating the generation of over 30 reports each month and integrating them into the company's financial system. Facilitated