Tri Ngo

Experience

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  Robert Bosch Engineering and Business Solutions Vietnam

  Feb 2015 - Jun 2015

  Intern

  Develop Local Interconnect Network (LIN) used in automobile system

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  ESilicon

  Sept 2015 - May 2018

  Hardware Engineer

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

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  Green Global IT Solutions Consulting

  May 2018 - Feb 2019

  Machine Learning Engineer

  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. Show less

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  Est rouge, inc

  Feb 2019 - now

  Artificial Intelligence Engineer

  I am working on NLP projects, relating to semantics analysis. Besides, I have involved into computer vision works, which filter images into cluster by using feature extractor, dimensional reduction and K-means algorithms.

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  Skapa

  Sept 2021 - now

  - 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. Show less - 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 Show less

  • Senior Data Scientist

    Nov 2022 - now

  • Data Scientist

    Sept 2021 - Nov 2022