プロフィール詳細

プロジェクトを作成

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Tienn A.に依頼

South Korea

Senior machine learning engineer

プロフィール概要

https://www.linkedin.com/in/tienn-ahn-ml/ I have 8 years of professional work experience in machine learning and deep learning based on strong background knowledge of math, physics, and computer science. Desired deliverables with high quality in time, this is my priority. - ML/DL tasks(model) * Computer vision + image classification(ResNet, DenseNet, VGG) + 2d/3d object detection(Faster RCNN, SSD, Yolo) + pose estimation(Simple Pose) + segmentation(DeepLab-v3+, DANet, Mask RCNN) + super-resolution(EDSR, MDSR) + image synthesize(CycleGAN, StyleGAN, WGAN) + gaze tracking(MPIIGaze, XTH-Gaze) + content based image retrieval system(hnsw, faiss, voctree) + action recognition(MXNet, TSN, TPN) + OCR(TrOCR, Tesseract, MMOCR) + Generative models * NLP(LSTM, Transformers, Huggingface models) + chatbot + speach recognition + machine translation + natural language understanding + natural language generation * Prompt engineering with OpenAI, ChatGPT * Time series forecasting * Bio-metrics / voice & face anti-spoofing * Algorithmic trading - Cloud hosting and DevOps * Restful API * Kubernetes * CI/CI pipeline - Frameworks * Tensorflow * PyTorch * Keras * Scikit-learn * Pandas * Flask * MATLAB - Programming languages * Python / R * Javascript * C/C++

専門分野

• ★ Computer Vision
• ★ Tensorflow
• ★ Scikit-learn
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Natural Language Processing
• ☆ Deep Learning
• ☆ Python

サービス

• Research
• Data & AI

Research Feasibility Study

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Processing

職務経験

Machine Learning Engineer

Johnson and Johnson

8月 2021 - 5月 2023

Machine Learning Engineer

Facexy

1月 2015 - 12月 2020

学歴

Master of Science

NortheEastern Univeristy

9月 2008 - 8月 2014

認定資格

• 認定資格の詳細は未入力です。