AI Engineer

Luong Anh Tuan

Da Nang, Vietnam

098******* adviin@r.postjobfree.com

FPT University Dec 2015 - Dec 2017

FPT University Nov 2011 - Oct 2015

Senior Artificial Intelligence Engineer June 2021 - Present Senior Artificial Intelligence Engineer Aug 2020 - June-2021 Machine Learning Engineer July 2019 - June 2020

EDUCATION

Major: Master of Software Engineer: Data Sciences and Big Data Major: Computer Science

WORK EXPERIENCE

ASILLA VIETNAM

- Build MLOPS on Projects: DVC, Continuous machine learning (CML), Git Actions. ML in Production, MLFlow

- Build AI model to detect anomaly Human Action: Customer model architecture and data

+ ST-GCN, Few Shot Action Recognition, GCN...

- Developing AI to detect drowning person from camera on Drone : Customer model architecture and data

- Developing AI to automate analyze interviewee emotion base on video: Emotion Monitoring using customer model architecture base on MobileNets and data

- Apply AI Camera to automate Monitoring Staff Working in real time to improve performance of employee: Rule-base and Customer model architecture.

- Apply AI Camera to detect Breaking, Emergency, Abnormal action in Toilet to protect property MAINGAME

- R&D automatically identifying tagging, clipping and distributing video game highlights: Customer model and data, Few-shot meta- learning, Object Detection Yolo

- R&D Funny moment detection using audio: YAMNet, Customer model architecture and data

- R&D Online video highlight recommendation

NEOLAB

- Face Recognition System:

+ Research, benchmark and Develop to improve accuracy and performance of models: insightface

+ Deploy face recognition system on Jetson Nano, Jetson Xavier using TensorRT using Python call C/C++

+ Optimize face recognition model can performance on Raspberry pi using Python and other C/C++ API

+ Deploy Optimize face recognition searching performance using Python KDTree

+ Design micro-service architecture, implement and deploy highly scalable real time face recognition model using Redis, Flask, MySQL, Thread, Socket IO, FastAPI

+ Design micro-service architecture, implement and deploy highly scalable real time re-identification customer model using Kafka. Flask, aiohttp, opencv, tensorflow

- EKYC System:

+ Review code, optimize code and redesign to scalable GPU face recognition, text detection on EKYC system using Redis, Python

+ Research to improve accuracy OCR models using tensorflow, pytorch, python

- Recommendation System:

+ Design, code and deploy scalable recommendation systems for online learning platform using Python, aiohttp, redis, PostgreSQL

+ Research recommendation systems for tutor-student using Latent Factor Model with Aggregation and KNN

- Object Detection (Cloth Detection, racer detection)

+ Training Cloth Detection model using Yolov3 using python and c/c++

+ Develop and train, fine-tuning image classification model using python, tensorflow

- Interview, Training and support new members

https://www.linkedin.com/in/luonganhtuan/

Artificial Intelligence Engineer July 2018 - June 2019 Python Software Engineer June 2016 - June 2018

Internship Software Engineer Jane 2014 - May 2016

Improving Vietnamese Dependency Parsing Using Distributed Word Representations

2014 - 2015

A Data-Driven Approach for the Maximum Capture Problem in Competitive Facility Location

2016 - 2017

Reinforcement Learning 2022

Machine Learning Engineering for Production (MLOps) 2022 Engineer Data in Google Cloud 2020

Google Cloud Solutions II: Data and Machine Learning 2020 Machine Learning Coursera 2019

Deep Learning Specialization Coursera 2019

BigQuery for Data Warehousing, Data Warehousing, Marketing Analysts, Machine Learning 2020 Advanced Machine Learning: ML Infrastructure 2020

Data Science on Google Cloud 2020

FPT SOFTWAE

- Research and Develop Sentiment Analysis by Fine-tuning Word Language Model

- Research and Develop Sentiment Analysis by BERT model in Keras

- Research and Develop stock price clustering

- Research and Develop CGAN for stock price prediction FUJITSU

- Research and develop new features for FUJITSU product on OpenStack

- Research and develop newf eatures in Cloud Operation System (OpenStack-Python)

- Developing PowerShell scripts for automating deploy Ironic Portgroup support in Windows using Cloudbase-init

- Implementing iRMC UEFI secure boot support in Baremetal provisioning (Ironic)

- Implementing iRMC BIOS configurationin Ironic project

- Fix bug and review code on OpenStack Projects

- Training new members

FPT TECHNOLOGY

- Research and Develop Internet of Things and Robotics Applications

- Programming NAO Robot using the Python SDK

- Research and implement Vietnamese Vietnamese Dependency Parsing Using Distributed Word Representations

- R&D Recommendation systems

- Research BigData framework such as: Hadoop, Mahout, Apache Spark, Cloudera, Hortornwork, Big, Hive...

- R&D Natural Language Processing, Machine Learning, Data mining, Artificial Intelligence

- Setup FTRI lab at Hoa Lac Campus

- Develop C/C++ windows applications for HITACHI customer

- Coding python automation test

RESEARCH PROJECTS

Conference Paper: https://dl.acm.org/citation.cfm?id=2833296

- Present at SoICT 2015 is an international symposium that covers four major areas of research that including and Big Data, Network and Security, Human-Computer Interaction, Software Engineering and Applied Computing.

- Master Thesis

CERTIFICATIONS

Consolation prizes during the National Excellent Student in Physics 2011 100% Nguyen Van Dao Scholarship for Bachelor of Computer Science in FPT University 2011-2014 100% Master Scholarship in FPT University 2015-2017 Assistant Professor Tien Mai-Anh

Assistant Professor at Singapore Management University Email: adviin@r.postjobfree.com

Site:

PhD Hoang Ha-Minh

Vice Director Information Technology at

PHENIKAA University

Email: adviin@r.postjobfree.com

Site:

;hl=en

HONORS & AWARDS

REFERENCES

https://sites.google.com/view/tien-mai

https://scholar.google.com/citations?

user=75ul2BYAAAAJ&amp

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