Chloe S. Email & Phone Number

Taiwan

- Design and architect advanced Gen AI solutions focusing on agentic application with LangGraph- Fast PoC demo projects (facilitating marketing, reporting, etc.) with LangChain - Anomaly detection solution research and development for automotive cloud security (sequence anomaly detection, context anomaly detection, inferential statistics, chi-square test, seq-to-seq LSTM, CNN, frequency domain analysis, graph analysis, dynamic system etc.)- Exploratory data analysis for customers' data- Fast POC for Scam detection solution (LSTM)- Consumer user profile/behaviour analysis and user segmentation (data mining, clustering, DBSCAN, OPTICS, TSNE, UMAP, K-means, RandomForest classifier, statistics analysis, visualisation, presentation, ADX, KQL, SQL, etc.)- experiment design and validation (data analysis, hypothesis testing, cross-function communication, etc.) - Network behaviour Data Analysis for enterprise user (probability distribution, etc.) - utilised python, pandas, dask, numpy, tensorflow, keras, athena, ADX, etc. - ML Platform survey, design, POC (AWS, MLFlow, PostgreSQL, ECS, Fargate, Container, etc.)

Taiwan

[Consumer Security Operation Centre (CSoC) Platform] Data engineer/DevOps - CSOC Platform lead(AWS/ES/EMR/PySpark/Athena/etc) - data integration, data permission design, devops - cross-site(PH/JP), cross-team(PM/Hunters/Support/PDG/Data teams) communication - tasks coordination, task planning, design, development, etc. - security solution proposal for credential stuffing [Identity Security solution] Backend engineer / DevOps - Backend service (Python/Falsk/Pytest/DynomDB/AWS/Jenkins/Ansible/Serverless/Container/etc) - Backend / SAAS architecture and service design - Threat Modelling - Products integration - Vender integration - Project initial design/discussion/survey[Password Management] Backend / Frontend developer - browser plugin in JS/ajax - web portal in JS/Backbone/CSS/LESS/PHP/CodIgniter - backend in MySQL/PHP/CodIgniter/fluend/ES/Kibana/memcache/jenkins/Container - data reporting in EMR/PySpark/Scala/AirFlow - backend refactoring and migration - feature proposal and enhancement (React/Redux) - data analysis (user data clustering, WRS API integration) - Threat Modelling[Additional] - proactively conduct team study groups: Machine Learning, DevOps - host cross-project backend virtual team - AI Contest - constant new tech sharing: Machine learning solution on security solution, reinforcement learning, TensorFlow, ML Platform, etc.

Windsor, England

Responsible for online-booking management system for clinics and hospitals:- backend development (PHP, MySql)- frontend development (Ajax, JavaScript, jQuery, HTML, CSS, UI design)- refactoring and unit test (PHPUnit)- introduced source code version control (SVN)- functional and integration test- customer support

Taiwan

- New product/project(Android-based solution) planning and management- New technology feasibility study- UI wireframe and use flow design- Coordinate with various vendors, product and sales teams- New product/project presentation and promotion support - Coordinate with various vendors, development teams and sales teams

Taiwan

- Designed and developed server-side middleware(PHP) to handle data logic and format data for various handlers (data visualisation, data analysis, etc.) of information security enterprise products- Worked in Agile (SCRUM) environment- Cooperated with frontend developers, UI designers, testing engineers, project managers to work out product features- Experienced most of software development process(including high level design, code inspection, unit test, debug, code control, CI, Internationalisation, etc.)- Additional research: threat researches (cross-log pattern mining)- Continuously joined study groups: iOS app development, design pattern, data visualisation, test-driven development, Agile principles, patterns, and practices, etc.

Taiwan

- Notebook ODM projects: Schedule management, project execution, problem analysis, issue tracking, customer support, etc.- cross-functional problem solving- Intensive cross-functional collaboration: SW/HW R&D, testing, factory, PM, vendors, customers, etc.

Taiwan

- Designed and developed algorithms for a medical expert application -- Electrocardiogram(ECG) analysis system - Designed and developed algorithms for ECG Arrhythmia Diagnosis Expert System, including - Heartbeat detection (exceeding the expected accuracy) - Heartbeat clustering and classification - Arrhythmia diagnosis suggestion- Developed algorithms to cluster and classify a broad range of heartbeats from various patients’ ECG data and to suggest arrhythmia diagnosis- Algorithm integration- Accuracy and performance verification- Interdisciplinary cooperation with academic professors, medical doctors and technicians to ensure the solution values to the user

Master Of Science, Physics

Thesis: “A De-noising Method based on the Hilbert-Huang Transform and an Application to Current Source Identification form EEG Data”

Bachelor Of Science, Physics

Independent study: “A Study of Heart Rate Variability”