CNG N.
Senior AI Research Lead
Open to offersNew to PlatformAbout
Do C., an accomplished expert in Generative AI and Large Language Models (LLM), is currently leading AI innovation at the AI & Innovation Hub in Ho Chi Minh City. With a Master’s specialization in AI from Ho Chi Minh City University of Technology, he has successfully architected and deployed enterprise-level GenAI solutions using advanced technologies, such as GPT-4 and Claude, enhancing business performance across various industries. As an AI Research Lead, Do C. has also specialized in developing Retrieval-Augmented Generation systems, significantly improving automated support and document retrieval processes. His leadership at VinAI Technology as a Senior AI/ML Engineer involved pioneering NLP techniques and deploying intelligent chatbots. Earlier, at FPT Software, he built predictive models and large-scale data pipelines while mentoring numerous engineers in applied Machine Learning. Overall, his technical prowess encompasses frameworks like TensorFlow and PyTorch, cloud platforms like GCP, and innovative machine learning approaches.
Experience
AI Research Lead & GenAI Specialist
AI & Innovation Hub · 2022 — PresentArchitected and deployed enterprise-grade GenAI solutions utilizing GPT-4, Claude, and Gemini, enhancing business operations and user experiences across diverse sectors. Created end-to-end Retrieval-Augmented Generation (RAG) systems for intelligent document retrieval and 24/7 automated customer support using large internal knowledge bases. Developed fine-tuning pipelines for large language models (LLM) focused on finance and healthcare domains.Senior AI/ML Engineer
VinAI Technology · 2019 — 2022Engaged in advanced natural language processing (NLP) research, applying techniques such as Transformer, BERT, and T5 for the analysis and classification of Vietnamese text. Created an LLM-driven intelligent chatbot, enhancing response accuracy compared to the previous rule-based framework. Constructed and managed MLOps pipelines on Google Cloud Platform (GCP) and AWS, significantly reducing model deployment time.Machine Learning Engineer
FPT Software · 2012 — 2018Designed machine learning models focused on text classification, user behavior prediction, and product recommendation systems. Developed large-scale data processing pipelines using Apache Spark and Python, effectively managing substantial data sets. Provided mentorship to over 15 junior engineers on machine learning principles and application best practices.
Skills & Expertise
Education
- Master of Science in Computer Science — Specialization: AI & Generative AIHo Chi Minh City University of Technology (HCMUT – VNU-HCM) · 2017 — 2019
- Bachelor of Science in Computer ScienceHoa Sen University · 2008 — 2012
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