Hello! Have a Blessed Day!

I'm MingYi

A full stack python developer/Machine Learning engineer

About

About Me

My goal is to exceed your expectations, therefore I will not settle for just any solution, I will always strive to find the best solution.

When working with me, you can rest assured that you are getting top-notch work, so you can focus on your business.

Over 0 Project complete

Experiences

Experiences

2010-2014

Bachelor's Degree in Computer Science

Shanghai JiaoTong University, China
2021.10 - 2024-07

Machine Learning Engineer

NodeAsset • Developed a deep reinforcement learning system for automated stock trading using OpenAI Gym. Defined customized actions and rewards and used Ray RLlib Algorithms (DQN, PPO, A2C, etc) based on the PyTorch framework. • Worked on Python, GO lang to scrape stock data from Interactive Broker (TWS) API and deployed to Azure Kubernetes so that trainer/inference pod can fetch data. • Designed and implemented customized Gymnasium environment to update states of a trading agent, created Azure CI/CD pipelines to build a docker image and K8 YAML files. • Developed auxiliary tools to evaluate the performance of trained models on customized data and pick up the best performance checkpoint, and save all information in MongoDB.
2019.08 - 2021.08

Data Scientist/Machine Learning Engineer

Johnson & Johnson • Developed medical equipment detection system using FastRCNN-ResNet101 backbone with over 6k classes. • Designed and implemented CI/CD pipelines on Azure to generate training data from video files, train models for different subsets of targets, and reveal inference API endpoints using the FastAPI framework. • Developed a web-based semi-automatic annotation tool to accelerate training data using an object tracking module in OpenCV and VueJS front-end framework. • Participated in molecular object detection project using HCI(high content imaging). Analyzed performance of classical ML models (CellProfiler, KS statistics, etc) and DL models (ResNet, DenseNet, GapNet, FNN, etc) and proposed modified pre/post-processing methods to enhance detection accuracy. • Worked on Jenkins pipeline and Kubernetes to train models on 6*V100 GPU cluster as VolcanoJobs, accelerate training using Pytorch multi-GPU training DDP. • Worked on patient health data analysis project that checks data completeness such as heart rate, blood pressure, etc.
2018.02 – 2019.07

Machine Learning Engineer

Discovery Democracy LLC • Built a Time Series Anomaly Detection system based on LSTM+VAE model to classify object categories that move on belt-conveyer using the Tensorflow framework. • Developed Python GUI applications to collect train data from 4 sensors placed on the scan area, and built around 600k time series train data. Analyzed the signal features of different types of objects and defined the features for training. Automate training data update, training, and inference with Python and shell script, achieving 91% precision. • Worked on developing an object location detection device, which detects hidden corrosion through PCMs tile, terrazzo, PRC, and non-skid surface materials. Built python GUI interface and deployed into Raspberry PI 4B model.
2015.02 – 2018.01

Full Stack Developer

GoMaps • Worked on fake car insurance claims detection. Modeled users, licenses, policies, etc as graph data and developed algorithms to detect fake claims based on Neo4J GraphQL. • Developed backend APIs based on Go and PostgreSQL databases. • Maintained the company’s internal website that built on ReactJS and AWS. • Worked on analyzing money leakage issues, and sending out emails to customers using SendGrid. • Collaborated on developing car plate/driver license detection model using ALPR+Tesseract OCR.

Services

Services

I have been serving my clients with the idea that meet their purpose, with Follow principles :

quality + punctuality + confidentiality

ML/AI solutions

Website

Design

Blockchain

Skills

My Skills

✓ Over 9 Years of Experience ✓ Professional and Polite, Responsible and Passionate ✓ Amazing Communication

✓ Quality Work on Time + on Budget ✓ Long term partnership and support ✓ Clean, Documented Code ✓ Regular Updates

Python

90%

PyTorch/Tensorflow

85%

NumPy/DataFrame

85%

CI/CD

95%

Docker/ Kubernetes

95%

TypeScript

90%

Solidity

95%

C/C++

95%

QT/C#

95%

Raspberry PI/Arduino

95%

FastAPI/Django

90%

React/VueJS

85%

Next.js

80%

Java

80%

Spring Boot

90%

MySQL/ MongoDB

85%

PostgreSQL

80%

Smart Contract

85%

Rust

85%

Projects

Recent Projects

Cyop Protocol

A DAO PROJECT WHERE INVESTORS SIMPLY INVEST INTO AN EVER RECHARGING CRYPTO FUND, THE CYOP PROTOCAL, CONSTANTLY TRIGGERRING A MASSIVE BUYING FRENZY ON ANY GIVEN ERC-20 TOKEN. THESE DISRUPTIONS GENERATE PASSIVE INCOME AND BIG $ETH REWARDS FOR ALL MEMBERS. HERE, CYOP HOLDERS STAKE THEIR TOKENS AND VOTE FOR THEIR FAVORITE PROJECTS USING THE HACKER-INSPIRED BLOCKCHAIN TERMINAL.

Let's Learn Together

HELPING STUDENTS TO MASTER, STUDY AND LOVE MATH

Flashlabs

Custom blockchain and marketplace solutions

SPOOKELETONS

A collection of 7.777 Spookeletons that are all different, algorithmically generated, fierce, and collectible.

FUNPAY

Blockchain Project

SOLCASINO

Solcasino is Top 1 crypto casino on Solana network. Payable directly to your Web3 Solana wallets with live casino, slots, sports. 3000+ games, 40,000+ sports.

CryptoCities

CryptoCities is a strategy game built on the Ethereum blockchain, where real towns, villages and cities are discovered over time. Each has unique features that will influence all future game evolution.

Star Atlas

ArToys

ArToys: the one and only platform that brings together art toy designers, brands, and collectors, bridging the gap between digital and physical collectibles in the designer toys industry.

ZONOSWAP

Decentralized Crypto Exchange Platform

NFT Art Toy Marketplace

NFT art Topy Marketplace - Get a new NFT art toy every day! And enjoy it!

Coproperty For Real Estate Agents

CoProperty is a CRM for Commercial Real Estate agents to help them improve their day to day tasks and sales performance.

Nono NFT Mint Project

Minting Project using NonoNFT made by Frontend with Three.js
Created Clean and 3D UI using Three.js.
NoNo Mint launched as a fixed set of 10,000 items in mid-2017 and became one of the inspirations for the ERC-721 standard.

The power behind new energy

Powerledger develops software solutions for the tracking, tracing and trading of renewable energy. We believe in the democratisation of power, for a sustainable future.

Restaurant Website

Germany Restaurant Website

Japanese Inspired Cuisine

Fresh ingredients sourced globally Japanese Inspired Cuisine

CLC

World-class poker tournament training with a unique history.A poker learning tutorial that allows users to become millionaires in no time.
0 Awards
0 Complete Projects
0 Happy Customers
0 Cups of coffee

I'm Available for Your Project

My Success Is Measured by Your Success. I promise you my best effort. I sincerely wish you success in your future business and life.

Hire me

Contact

Contact Me

Please feel free to reach me anytime! Thank you!

Address

Liaoning province, China

Contact Number

(+1)352 436-4530

Email Address

mlmingyi29264@gmail.com

Website

MingYi Cui

Github

https://github.com/MingYi0226