rexx img

Kaiyuan Wei

Python / Java / ML Developer

Graduated from NEU with Master's in AI and Bachelor's in IT,
skillful in Python/Java/JS coding, Machine Learning and Data Engineering.
Also experienced in Fullstack Website Development.

Learn More

My Skills

Artificial
Intelligence

TensorFlow, PyTorch, SK-learn, Jupyter Notebook, NumPy, Pandas, CNN, RNN, Transformer, BERT

Data Engineer /
Big Data

Big Data tools: SQL, NumPy, Pandas, MongoDB, Redis, Spark, Docker, ElasticSearch, Scrapy, Linux

Python / Java Fullstack

Python/Java frames: Django, Flask, SpringBoot. Webp tool: JavaSript, CSS, HTML, React, RestAPI, AJAX.

Project Portfolio

portfolio img

Q&A ChatBot

A machine Learning project integrated End-To-End Network with LSTM model to achieve a simple Q&A ChatBot effect.
portfolio img

Health Prediction

A python project with Flask framework to achieve online inference by deploying project on AWS EC2 instance
portfolio img

Vertical Search Engine

Rapidly scraped large number of webpages using multiple threads, stored result in Elasticsearch
portfolio img

Movie Recommend Model

Recommended similar movie according to the query from user input and movie cosine distance
portfolio img

Emotion Detect

Detect facial emotion by CNN & ResNet models
portfolio img

OpenAI ChatBot

A chatbot connected to OpenAI API
portfolio img

Tumor Detection

Deployed ResNet model for image classification & ResUNet model for image segmentation

portfolio img

TicTacToe w/ Handwriting Recognition

Calculate the most optimal moves for AI agent through SVM/KNN/MLP algorithms

Profile

Name Kaiyuan Wei

Degree Master's in Artificial Intelligence

Bachelor's in Information Technology

School Northeastern University

GitHub github.com/rexxwei

Email rexxwei@outlook.com

LinkedIn kaiyuan_wei

Certificate [AWS] Certified Machine Learning Specialty

[Udemy] Elasticsearch & Elastic Stack

Major Skills

Skillful at Python, Java, JavaScript, and C++, along with libraties for ML/DS including TensorFlow/PyTorch/Scikit-learn.
Also farmiliar with major Big Data tools such as SQL/MongoDB/Spark/Redis/Elasticsearch/Scrapy.

Python 100%

Java 90%

JavaScript 90%

C++ 80%

Python / Java / ML Developer

Hi, my name is Kaiyuan Wei. I graduated from Northeastern University with a master degree in Artificial Intelligence and a Bachelor's in Information Technology. I had acquired sufficient knowledge for ML/DS. Skillful at Python, Java, and JavaScript, and tools like TensorFlow, PyTorch, Scikit-learn. Familiar with Big Data processing with SQL, MongoDB, Spark, Elasticsearch, Scrapy.

I obtained AWS Machine Learning Specialty Certificate. Applied knowledge into projects like Q&A ChatBot, Health Prediction, Tumor Detection. These projects built my experience for NLP and computer vision tasks. I follow the cutting-edge development of AI by following top research team blogs such as GoogleAI and DeepMind.

Resume
Shoot me a message