Tri Ngo Email & Phone Number

Da Nang, Vn

Ho Chi Minh City, Vietnam

- Implement the AI filter based on Stable Diffusion with ControlNet, allowing users to transform their photos into anime styles.- Designed and implemented an AI Find system, enabling users to perform image and text-based searches, resulting in a 15% increase in search accuracy and efficiency.- Spearheaded the implementation of an MLOps pipeline based on Airflow, ZenML, and Docker, streamlining the model development and deployment process, leading to a 20% reduction in time-to-deployment.- Led the development of an AI chatbot leveraging LLM, Vector Database, and RAG, enhancing customer engagement and support capabilities.

Ho Chi Minh City, Vietnam

- Build and maintain the recommender system for Leka, a Fika’s social app which connects Gen Zs people in Vietnam.- Construct Machine Learning Pipelines that can handle real-time data for thousands of users as well as manage the online training and deployment.- Implement the Neural Search feature, which allow user to look for a person that is look alike their uploaded photos using multi-model neural networks- Researching the latest news in AI to discover technologies for Fika’s use-cases

Da Nang

I’ve tackled a range of NLP projects focused on semantic analysis, honing my skills in understanding and interpreting the subtleties of language. My expertise also extends to computer vision, where I’ve successfully clustered images by employing feature extraction, dimensionality reduction, and K-means clustering. This also includes extracting pertinent details from resumes—a task that demands precision and attention to detail. Furthermore, I’ve contributed to the development of a Japanese recommendation engine, enhancing its ability to analyze inputs and perform searches using Elasticsearch.

Vietnam

I worked on the projects related to objection detection (using SSD, Yolo, Faster RCNN), classification (Inception, Mobilenet, or even multi-label classification) and object tracking (Kalman filter, SORT). Posture estimation using the latest model of OpenPose and DensePose are also related to my projects. The biggest challenge is not having a model that achieves high accuracy but building a architecture that satisfies the limitation of hardware, speed constraint and also acquiring the competitive precision as state-of-the-art models.

- Circuit verification / Function verification for DWORD/AWORD in PHY.- Leader of Delay Locked Loop (DLL) design.

Ho Chi Minh City

Develop Local Interconnect Network (LIN) used in automobile system