Remote AI & Data Engineer

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HIGHLIGHT

Have *+ years of experience in software development.

• Have 2+ years of experience in building high scalability web

• Have 1 year of experience in Data Science and AI/Machine Learning

• Experienced in server configuration, server deployment and hosting

• Experienced in Agile working process

• Good at English communication (IELTS 7.0)

• Keen on Data, Market Research

TECHNICAL SKILLS

Programming Skills:

• Python programming: Flask, FastAPI,

• Java Programming: Spring Boot

• PHP Frameworks: Laravel, Wordpress

• Web Design: HTML5, CSS/SCSS/LESS, Bootstrap, Jquery

• JavaScript: Angular

• Experience in the latest technologies (Angular)

Cloud computing and Services:

• Hosting Services: Apache, SSL, Firewall

• Social APIs: Facebook, Google Maps

Database and Big data:

• RDBMS: SQL Server, MySQL, PostgreSQL, Oracle

• NoSQL: MongoDB, Apache Cassandra, Redis

• Big Data: Apache Hadoop

AI/Machine Learning Techniques:

• Supervised and unsupervised learning algorithms (Regression, Clustering, Classification, …etc) Long Le Ton Hoang

Engineer

2

• Federated learning (collaborative learning)

• Time Series forecasting techniques: LSTM

• Computer vision: Object detection & object tracking, Face detection, Face Recognition

• Natural Language Processing: Word2vec, Word Embedding

• OCR: image processing with openCV

• Frameworks/Libraries: openCV, Sklearn, Pandas, Matplotlib, Tensorflow, Keras ...etc

• Data Crawling: Beautiful Soup

Cloud computing and Services:

• Social APIs: Facebook, Instagram, Google Maps, Google Place, Google Directions, Youtube

• Payment Gateways: Paypal

Project Management:

• Contact: Slack, Skype, Phone, Email

• Working Process Management: JIRA, Trello

• Source Control: Git, SVN, Github, Gitlab

• Experience in Agile process

RELEVANT PROJECTS

BINH DINH ADMINISTRATIVE WEBSITE

Engineer

Develop modules on dichvucong.binhdinh.gov.vn, an administrative website of Binh Dinh government built for supporting residents in administrative procedure act steps. The website also is one of the essential channels for government in building and developing digital conversion. Duties Technologies

• Working with API Integration

• Develop web application

• Build continuous integration process

• Support Public Administration Service

Center of Quy Nhon in deploying and

operating services

• Support residents in using and getting used

to digital services

• Programming languages: PHP, Angular

• Database: MySQL

3

WEB/EMAIL PHISHING DETECTION

Engineer

The goal is to implement a machine learning solution to the problem of detecting phishing and malicious web links. The final result of this project will be a software product which uses machine learning algorithm to detect malicious URLs. Phishing is the technique of extracting user credentials and sensitive data from users by masquerading as a genuine website. SIERRA WIRELESS IOT MODULES

Engineer

The goal is developing IoT solutions and building IoT systems for Sierra Wireless, which is one of the leading technology company in IoT solutions.

ODOO INTERNAL APPLICATIONS

Engineer

Develop and intergrate internal modules in Odoo system. The company has been using Odoo ERP and with new needs require new modules developed and intergrated into Odoo. Duties Technologies

• Study Javascript security/ vulnerabilities and

Javascript Obfuscation

• Explore web JS structure and extract logs

from domains to identify potential web/

browser exploits

• Explore behavior-based benign/ malcious

Javascript sequences

• Data analysis for better feature selection

• Build AI model for detecting phishing and

malicious web links and web-based HTML

clustering

• Programming languages: Python

• Machine Learning, Deep Learning (Supervised

learning and clustering)

• Image processing by openCV

• Object detection: YOLOv5, Faster RCNN

• Web-based content crawling: Selenium,

Beautiful Soup

• Devops CI/CD: Docker

Duties Technologies

• Understand IoT picture and Sierra Wireless

projects

• Test IoT Modules

• Work with JIRA

• Programming languages: Python

• Sierra Wireless IoT Modules AT Commands

Duties Technologies

• Working with API Integration

• Develop Odoo web modules

• Build continuous integration process

• Work with other internal departments for

building and supporting with new modules

• Programming languages: Python, Javascript

• ORM API, External API with API Keys

• Database: PostgreSQL

4

NURSING COORDINATING WEBSITE

Engineer

Develop nursing coordinating website with ServiceNow. Duties Technologies

• Working with ServiceNow API Integration

• Develop ServiceNow web modules

• Build continuous integration process

• Practice and build clean code

• Work in Scrum team with Agile software

development

• Programming languages: Javascript, Angular

• ServiceNow Administration

• Database: MySQL

MEDICAL EQUIPMENT INSPECTION

Engineer

The goal is to implement a computer vision and machine learning solution to the problem of inspecting whether all rented equipments are returned and detecting if the rented equipments after being returned are damaged or not. The final result of the project is expected to be an API with Web UI that is implemented into client’s operating system for inspecting number and status of surgical equipments before and after rent.

CUSTOMER BEHAVIOR TRACKING

Engineer

The goal is to analyze real-time camera and video to identify customers and track their behavior, applied in stores and building to analyze customer’s behavior to find the optimal sales strategy. Reuse for smart stores. The main features of this project is visitor counting, tracking customer journey with heatmap, identify whether they are new or old customer, classify age/ gender/ shopping style of customers. The final result is expected to be visualize on a WebUI with APIs implemented easily into store’s system.

Duties Technologies

• Seeking, labeling and building dataset for

testing solutions

• Real-time Analyzing Camera Streaming

• Detect and recognize OCR tag on

equipments

• Build AI model and CV solutions for

counting equipments and detecting

potential damaged parts on those

• Programming languages: Python

• Machine Learning, Deep Learning (Supervised

learning and clustering)

• Image processing by openCV

• Object detection: YOLOv5, Faster RCNN

Duties Technologies

5

EDUCATION

• Build age and gender prediction model

• Build FastAPI apis for model and implement

into WebUI

• Work with designed database based on

requirement and project code template

• Real-time Analyzing Camera Streaming

• Programming languages: Python, FastAPI

• Database: PostgreSQL

• Machine Learning, Deep Learning (Supervised

learning and clustering)

• Image processing by openCV

• Face detection: YOLOv5

• Age and gender detection: OpenCV’s DNN

QUY NHON UNIVERSITY, Binh Dinh, Vietnam

Engineer degree, Bachelor of Information Technology QUY NHON UNIVERSITY, Binh Dinh, Vietnam

Master of Science degree, MsC in Computer Science

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