TRAN AI TUAN Engineer DAT

+84-886-***-*** ad05tk@r.postjobfree.com Phuoc Kieng, Nha Be, HCM City

SUMMARY

WORK EXPERIENCE

dizim.ai (07/2022 - present)

Ai Engineer

I'm a passionate tech enthusiast with a strong track record in learning and problem-solving. I'm dedicated to staying updated with technology and fostering an innovative mindset. Excited to contribute to your organization's goals. Thank you for considering my application Python, C/C++, Java, AngularJS

PyTorch, Tensorflow, Trax,

Keras, Onnx, TensorRT

Machine Learning, Deep

Learning Algorithms (CNN, GAN,

SD)

Natural Language Processing

(RNN, LSTM, NLP, Transformer,

LLM),

Azure, Azure Service Bus, Azure

Storage, Pub/Sub, Kubernetes,

Docker, Big Data, SQL

TECHNICAL SKILLS

CERTIFICATES

Machine Learning with Python

(02/2022)

Deep Learning & Neural Networks

with Keras (03/2022)

Building Deep Learning Models with

TensorFlow (04/2022)

Deep Neural Networks with PyTorch

(05/2022)

Computer Vision and Image

Processing (06/2022)

Natural Language Processing with

Attention Models(DeepLearning.AI)

github.com/blak-tran https://www.linkedin.com/in/dat-tuan-tran-a89675224 As an AI Engineer at Dizim.ai, you will be responsible for developing and deploying cutting-edge AI services. Core responsibilities include: Fine-tuning and optimizing GAN models for high-performance video generation, focusing on faces, heads, and lip-syncing. We are building and managing scalable pipelines for image and video processing, leveraging experience in techniques like pose estimation and facial alignment.

Developing robust systems for preprocessing large volumes of image data to train computer vision models.

Containerizing models and services using Docker for deployment on cloud platforms like Microsoft Azure.

Implementing modular, production-ready code following coding best practices.

Continuously researching and integrating state-of-the-art AI techniques to create innovative solutions.

Leveraging expertise in signal processing to implement audio analysis and synthesis systems.

Collaborating with cross-functional teams to design AI architecture and infrastructure.

Monitoring and optimizing live models and systems for efficiency, accuracy, and cost.

EDUCATION

FPT University 08/2020

Major: Artificial Intelligence (AI)

English I Intermediate

French I Beginer

Japan I Beginer

LANGUAGES PERSONAL PROJECT

This is an AI chatbot that uses a transformer model as its main model. The chatbot can interact with users in a variety of ways, including answering questions, providing recommendations, and more. The chatbot can also analyze users based on their age, gender, interests, and more. Additionally, the chatbot has integration with speech-to-text and text-to-speech models. Project: Vietnamese AI Chatbot with Transformer

Time: 12/2022

Description:

Check it out: https://github.com/blak-tran/AI- Chatbot-Synthesis This project aims to implement a facial expression recognition system utilizing ensemble learning techniques based on Convolutional Neural Networks (CNNs). The core idea is to leverage multiple CNN models to enhance the accuracy and robustness of facial expression recognition.

Project: Facial Expression Recognition

Time: 1/2022

Description:

Check it out: https://github.com/blak-tran/FER-Research-test.git This project revolves around training a chatbot using the powerful Transformer architecture in TensorFlow. Specifically designed to handle Vietnamese Laws-related inquiries, this chatbot leverages advanced natural language processing capabilities for accurate and contextually relevant responses. Project: Vietnamese Laws Chatbot with Transformer Model Time: 9/2023

Description:

Check it out: https://github.com/blak-

tran/Vietnamese_Laws_Chatbot_with_Transformer_Model

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