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Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning Model Quantization Performance Evaluation Parameter Fine-tuning Model : SVM, LeNet, AlexNet, VGG, GoogLeNet, SSD, YOLO, MobileNet, ShuffleNet, FaceNet, Xception, MatrixNet, CenterNet, CSPNet, M2Det, EfficientNet/Det Projects Distributed Inference System Social Distancing Estimation (Lidar) Object Tracking Object Detection Automatic License Plate Recognition Optical Character Recognition (OCR) Multi-Camera Object Tracking (Image Stitching) Voice Keywords Detection Face Recognition Blur Detection People Counting Over the Wall Detection Automated Optical Inspection(AOI) Interactive Segmentation(for ROI) Web crawler Work Experience Senior Software Engineer(Deep Ocean International) MarFebDevelop a complex distributed inference system software product

with Firebase RealtimeDB. Integrated third party APIs. Designed and maintained database schemas for MySQL, NoSQL, Redis. Managed firewall ( Fortinet ) and NAS. Planned production development, conducted code review, debug and refactor. Allion Labs, Software Engineer, Sep 2017 ~ OCT 2019 Audio processing using Pydub and Google speech Recognition API. Developed audio processing with Pydub and Google Speech Recognition API. Developed optical Character Recognition API with Tesseract and Google API. Automated Android apps with Appium and Allure report framework. Developed Wi-Fi AP auto-switch channel tools with Selenium. Redesigned and refactored a

★ ★ ★ ★ ★ tensorflow / pytorch ★ ★ ★ ★ ★ Visual Studio ★ ★ ★ Research (1 ★ ~ 5 ★ ) Field of Research Deep Learning Machine Learning Computer Vision Focus Topic Neural Architecture Search (NAS) ★ ★ ★ ★ ★ Object Detection ★ ★ ★ ★ ★ Optical Character Recognition (OCR) ★ ★ ★ Language English (TOEIC 855) Academic Master's Degree~ National Chiao Tung University(國立交通大學) Computer Science Engineering Bachelor's DegreeNational Taiwan University of Science and Technology(國立台灣科技大學) Computer Science and Information Engineering

You Ming Hsu Software Engineer / Python Developer Education BackgroundNational Taiwan University Master of Engineering in Communication EngineeringNational Taiwan University Bachelor of Engineering in Electrical Engineering Work ExperiencesSoftware Intern Leaderg Inc. (立達軟體科技股份有限公司) Job description : • Preliminary optical character recognition. • Assist senior engineers to develop an image processing application. • Tools: C++, OpenCV, Image Processing, C# ProjectsPresent Trading Bot Implement the grid trading bot and the arbitrage bot. Tools: Python, RESTful API, Linux, GCP, Flask, Crontab. Dynamic Hedging Strategy Implement a novel hedging strategy

林宇德 Yu-De Lin  E-mail : [email protected] Kaggle Competition Top 2% KKBox's Churn Prediction Challenge 在這個 Kaggle 比賽中獲得前2%的排名 (12/575)，主題是利用 KKBOX 提供的資料來預測使用者是否會續訂。 使用技術 : Xgboost, Feature Engineering, K-fold Bill Optical Character Recognition ( OCR) 利用OpenCV針對訂單進行前處理後再使用 OCR 來辨識帳單交易資

FirebaseAuth>, <FirebaseFirestore>, <FirebaseStorage> HBL, Sep 2018 — Feb 2020 Displaying the stats which was collected from GoHoops Stats. Developed with pure Swift. Built with a clean slate. Available on AppStore: https://apps.apple.com/tw/app/hbl/id?l=en Optical Character Recognition Nov 2017 — Jan 2018 Using iPhone's camera to derive the info of basketball court timer, then transmitting time parameters to the device running GoHoops Stats via either WiFi or Bluetooth. Developed with hybrid (Swift & Objective-C) languages. Built with a clean slate. Closed

. Fraud Detection in transactions - Built a neural network model using Auto Encoders to find fraud transactions done from merchant side. ToneTag device configuration software - Built a configuration software for ToneTag payment device using Python and pyserial library. Object Detection - Build an object detection model using Tensorflow. Optical Character Recognition - Build an ann model using convolutional neural network, recurrent neural network and CTC loss function to perform optical character recognition. Screen Reader - Build a solution to read data from system's screen on real time using python and pytesseract. Vice President ,Entrepreneurship Cell, UPES Lead