Dave Phan

4.9

Select me!

Dave is available for hire

Hire Now

Dave Phan

4.9

Gender

Male

Language

English - Upper-intermediate

Main expertise

AI Deep Learning Machine Learning NLP Computer Vision PyTorch TensorFlow Python Docker AWS Azure Google Cloud

Introduction

Dave Phan is a highly skilled AI professional with over 5 years of experience in developing and deploying AI solutions across various industries. He has a strong foundation in computer science and machine learning, with expertise in deep learning, natural language processing, computer vision, and AI systems architecture. His experience includes working with a wide range of frameworks and technologies, including Keras, TensorFlow, PyTorch, OpenCV, MongoDB, Git, Docker, and Linux. Dave is passionate about applying AI to solve real-world problems and has a proven track record of delivering innovative and effective solutions.

Project list

Simplify AI - Vietnam

2024 - 2024

A project aimed at leveraging AI to enhance the shopping experience and optimize operating costs for fashion retail stores.

Join a product team to create a solution for fashion stores that optimizes operating costs and enhances the shopping experience. Research and improve the accuracy of AI models for products.

Technologies: Python, PyTorch

AI-Powered Delivery and Voice Assistance Solutions - Vietnam

2023 - 2024

This project involves developing AI-driven systems to enhance delivery verification and voice ordering functionalities for grocery stores. The solutions include deploying deep learning models and smart hardware for real-world applications.

AIDeliveryProof: Train and deploy a deep learning model using VisionTransformer to detect whether the deliveryman is taking photos at the store. Processing time on CPU is between 60-100 ms. VoiceVirtualAssistant: Research and build a deep learning system to support grocery stores with voice ordering through virtual assistants on apps and smart speakers. SmartSpeaker: Research and develop smart speakers deployed on the ESP32-S3 circuit (low-cost) to support ordering. Guide my team to run AI systems and circuit devices.

Technologies: VisionTransformer

DopikAI - Singapore

2022 - 2024

DopikAI is a multifaceted AI project aimed at enhancing user interactions and creativity through various AI-driven technologies.

AIArt: The text-based image generation system supports multiple languages to optimize the work of designers and content creators. AML: Build an AutoML system that supports users in training deep learning models with easy website interaction. ViGPT: A natural language processing engine powered by AI technology that allows users to chat with a Vietnamese chatbot as if conversing with a human. AIMarketplace: Develop an AI marketplace system enabling developers and end-users to utilize current AI models across various fields such as Computer Vision, NLP, Speech Processing, and Generative AI.

Technologies: Keras, TensorFlow, PyTorch

D&T Software Development - Vietnam

2022 - 2022

This project involves designing and developing software solutions, with a focus on deploying deep learning models in urban areas and educational institutions.

Design software architecture. Write source code for products. Manage progress of projects. Research and deploy deep learning models in urban areas and educational institutions. Deploy products in urban areas of NovaGroup, ApecGroup, and several Departments of Education and Training.

Technologies: Python, TensorFlow

Smart City Deep Learning Project - Vietnam

2021 - 2022

A project focusing on the development and deployment of deep learning models for improving security and convenience in Vinhomes urban areas.

Research deep learning models for smart city problems to improve security and convenience for Vinhomes urban areas. Deploy deep learning model on embedded devices (Jetson Xavier NX) and PC for Vinhomes buildings and Vinfast factory.

Technologies: GStreamer, Deepstream, Kafka, Minio, Triton Inference Server

PineTree Securities Project - Vietnam

2020 - 2021

Developed a project focusing on creating an advanced system for summarizing and ranking financial news, which enhanced resource optimization and increased precision.

Design solutions, write source code, and manage project progress. Build a news summarizing and ranking system for the financial domain. Optimize human resources and increase accuracy.

Technologies: C/C++, RESTful APIs, Docker

SaleWork AI Integration Project - Japan

2020 - 2021

The project focuses on developing and integrating AI solutions into customer systems, such as Japanese license plate and water meter recognition apps.

Train team members. Write source code. Manage the progress of projects. Research and develop AI projects in Japan. Convert AI models for integration into customer systems, including applications like Japanese license plate recognition and water meter recognition for iOS and Android.

Technologies: PyTorch, Keras

Javis Project - Japan

2019 - 2020

A project focusing on AI solutions including facial recognition, object detection, and game analysis, with successful implementations for businesses and factories in Japan.

Solve problems such as facial recognition, object detection, and game analysis. Research and implement projects from start to finish. Deployed for companies and factories in Japan.

Technologies: N/A

Samsung Factory Optimization Project - Korea

2018 - 2019

A project focused on optimizing operations and human resources by applying machine learning and computer vision techniques in Samsung factories.

Participate in an algorithm course at the advanced level. Apply machine learning and computer vision techniques to optimize operations and human resources in Samsung factories.

Technologies: N/A

Project list

Education

Expertise