Duc Anh Ho
Angestellt, ML/DevOps Engineer, NovoAI
Abschluss: Bachelor of science, Hanoi University of Science and Technology
Hannover, Deutschland
Über mich
Passionate about the intersection of Data/ML engineering and DevOps, I am a dedicated professional with a proven track record in creating innovative solutions that leverage data to drive business outcomes. With expertise in machine learning model development, seamless DevOps integration, and efficient data pipeline management, I bring a unique blend of skills to streamline processes and enhance overall project efficiency.
Werdegang
Berufserfahrung von Duc Anh Ho
Bis heute 1 Jahr und 9 Monate, seit Okt. 2022
ML/DevOps Engineer
NovoAI
Built robust data pipelines for advanced instance segmentation and object detection models, using FastAPI for efficient REST APIs. Employed PostgreSQL for data storage, applying outlier detection and imputation for high-quality datasets. Utilized Kafka for microservices communication, connecting FastAPI services for seamless data flow. Designed and automated CI/CD pipelines using GitHub Action and ensuring smooth model deployment. Created optimized DB structures for efficient data retrieval and storage.
Bis heute 2 Jahre und 1 Monat, seit Juni 2022
Research Assistant machine Learning
Forschungszentrum L3S-Leibniz Universität Hannover
Developed ML-based building classification system utilizing Computer Vision techniques for efficient urban planning, customized UNet and DeepLabv3+ models to accurately identify building amenities from geospatial data. Researched large language model (LLM) and developed Text-to-Image synthesis projects using Transformer-based models, generating realistic images from textual descriptions. Collaborated with a team to preprocess data, fine-tune the model, and deploy a powerful tool of Computer vision and LLM
Bis heute 2 Jahre und 1 Monat, seit Juni 2022
ML Research Assistant
L3S Research Center- Leibniz University Hannover
8 Monate, März 2023 - Okt. 2023
ML/MLOps Engineer
NovoAI
6 Monate, Okt. 2022 - März 2023
Data/Vision Intern
NovoAI
Ausbildung von Duc Anh Ho
4 Jahre und 1 Monat, Apr. 2020 - Apr. 2024
Machine Learning Engineering
Gottfried Wilhelm Leibniz Universität Hannover
4 Jahre und 3 Monate, Sep. 2014 - Nov. 2018
Electrical and Computer Engineering
Hanoi University of Science and Technology
Sprachen
Englisch
Fließend
Deutsch
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