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四、開發以時間序列Landsat衛星影像為主之自動偵測都市化演算法。 實驗課程教學： 一、教授遙測軟體及程式語言，包含ENVI、Erdas Imagine、TerrSet、eCognition、python和R。 二、指導及協助學生在遙測及空間分析相關計畫。 空間影像分析員 國立台灣師範大學—福衛二號影像加值中心 六

image preprocessing algorithm and conducted training and optimization for a cancer cell detection model. Assisted in planning and implementing cancer cell detection applications, as well as developing an auto-training application for the detection model. Computer Vision: Human Action Recognition Conducted training for a human skeleton detection model. Developed static human action recognition model based on images and dynamic human action recognition model based on videos. Autonomous Vehicle: Conducted Multiple AI Models in Perception System Trained and optimized 2D and 3D object detection models, as well as traffic light recognition models. Develope...

expenses, daily company receipts, and payments, account balance preparation, depreciation expenses, integrated management of property catalogs, withholding of various types of income of foreigners, business tax declaration every two months, annual In January, various income declarations were consolidated and confirmed, company change and establishment registration general affairs, long-term investment recognition, overseas company change general affairs, preparation of the annual budget of the accounting department, preparation of the company's annual common expense budget, and consolidation of the company's budget data, etc... Accounting Specialist • 言鼎Accounting firm 六月七月 2014 Due to the

Microsoft Azure Form Recognizer output. Seamlessly integrated Microsoft Azure services into our existing Receipt system's data pipeline. Engineered postprocessing data solutions to cater to diverse format requirements from 17 different hospitals. Designed and executed comprehensive unit tests to ensure robustness and reliability. 2. Diagnosis Recognition ServiceNLP/OCR: Continuously maintain and monitor the Diagnosis Recognition service, ensuring optimal performance. Regularly update the synonym table to align with real-world Diagnosis cases. Conduct rigorous pytest to guarantee the stability of all deployments in the production environment. JulySeptMachine Learning Engineer @ E.

quality data influx and elevating system performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment. Leveraged automation tools to swiftly adapt models to new data. Developed an API service used as an internal tool within the company, leveraging OpenAI Whisper for automatic speech recognition and ChatGPT for intelligent language translation, resulting in approximately an 80% reduction in manpower and time costs. Fine-tuned a Llama-based Large Language Model (LLM) and, by integrating Langchain and Pinecone, optimized the search experience on our website. AprJulMachine Learning Researcher, Lab. for Cloud Dynamics

foundational system architecture, functional workflows, functional modules, and preliminary DB schema design planning, as well as system architecture planning and development schedule planning. Based on the schedule planning, assign modularized requirements to team members for development and assist the team in completing development tasks. Project: Smart City - Traffic Recognition System POC (Django, Vue.j, Docker, OpenCV, Elasticsearch) POC ADAS Dataset Visualization POC (Javascript, Python,) 3D SVM System (C/C++, Android, OpenCV, FastCV) Building Electricity Consumption Data Processing (Python, MySQL, Elasticsearch) Distributed Model Deployment System POC (Flask, MySQL, Docker) 2. 數據分析

Chun-Ti (Peter) Chou AI (DL/ML) Researcher & Engineer / Signal Processing https://www.linkedin.com/in/chun-ti-chou/ [email protected]/Hsinchu, Taiwan Ｗorking Experience and Education Senior AI Research/Engineer NeuroBonic Inc. • MarchPresent As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. The team joined AppWorks AW#25 (JulyDec, a startup acceleration program. Skills : Digital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and