Ai Engineer Intern
Resume:
Opportunities come only once in a lifetime, and I am always ready to seize them in a dynamic, creative, and challenging environment. With +2 years of experience in AI, particularly in NLP, I have made valuable contributions through my passion, creativity, and never-ending spirit of continuous learning. Competence is 40% about knowledge and 60% about attitude and proactivity because these are the keys to unlocking new opportunities and challenges. My confidence comes from my ability to conduct thorough research and explore deeply. Although I may not be the most talented, I am the best fit, with the ability to quickly access and effectively communicate the insights I have gained in 4 years of work in Vietnam Education.
"Life is a journey, and I'm here to blaze new trails. Cherish every moment " EXPERIENCE
A I E N G I N E E R - N L P - H C M
LÊ THỊ QUỲNH NHƯ
nhu.l e 2 1 ****@****.***.**
L i nkedIn
G i tHub
AI Engineer Intern FTECH CO., LTD Part-time Hybrid - Waterfall 05/2024-10/2024
Math Tutor Optimization Project
Supported the implementation and proposed optimization solutions for Math Tutor, aiming to enhance the learning outcomes of Vietnamese students.
Techniques: Python, HTML, CSS, LLMs, RAG, PyTorch, MongoDB Team size: 3 members
Responsibility:
Conducted research and developed data augmentation pipelines for mathematical problem datasets, enhancing the diversity and scalability of learning materials. Automated data generation processes by integrating Large Language Models such as GPT, and llama3 significantly reducing manual efforts by 80%. Collaborated with the team to design evaluation metrics and assess output quality, ensuring alignment with Vietnamese educational standards.
Analyzed Vietnamese math-solving approaches, categorized data, and contributed to developing personalized learning pathways for students.
Reviewed and synthesized findings from academic papers on Math LLMs to inform model selection and prompt engineering strategies for product development. AI Engineer ENLAB SOFTWARE Full-time Onsite - Scrum 12/2024 - 05/2025
Techniques: Python, RAG, LLM, MongoDB, Prompting
Team size: 2 members
Responsibility:
Tackle limitations of LLMs - GPT model in NLP for business applications, adapting models to handle domain-specific language and business needs effectively. Refine prompt engineering to improve model performance, ensuring high accuracy and relevance in AI-generated outputs tailored to specific business tasks. Use Retrieval-Augmented Generation (RAG) and MongoDB to streamline data management and integrate knowledge bases, optimizing prompt efficiency and minimizing response time. Develop GPT-powered chatbots to automate customer support, improve user experience, and streamline business operations with contextually accurate responses. Design AI agents to optimize business workflows, such as automated document processing and decision-making, integrating them seamlessly into existing enterprise systems. Architect scalable AI systems using GPT and NLP technologies, ensuring they integrate smoothly with the company infrastructure while maintaining high performance. Monitor, update, and optimize AI products to maintain quality, ensuring long-term scalability and alignment with business goals.
TECHNICAL SKILLS
Programming Languages: Python, SQL, MongoDB
AI Expertise: ML, DL, NLP, LLM, Transformers
Tools & Frameworks: PyTorch, LangChain, YOLO, AWS
System Development: Data Manipulation, Prompt Engineering, Text/Speech Processing, Fine-tuning LLMs, LoRA, Sparse Attention Mechanisms, Time-series prediction Others: OOP, DA, Agile, PM, Writing and reading, Research AI Engineer Bảo Long Global Full-time Remote 01/2024-05/2024
AI-Powered Virtual Assistant Deployment Project
Spearheaded the design and deployment of over 600 AI-powered virtual assistants, tailored to meet the unique needs of individuals and businesses, significantly enhancing user engagement and productivity. Techniques: Python, Prompt Engineering, LangChain
Team size: 5 members
Responsibility:
Developed detailed user and business personas to create highly customized virtual assistants. Conducted performance analysis and prompt optimization for public LLMs to ensure optimal model selection.
Fine-tuned prompts for top-performing GPT models, ensuring high accuracy and efficiency. Integrated diverse knowledge sources (documents, images, PDFs) to enhance assistant outputs across industries.
Continuously maintained and optimized assistant performance, ensuring reliability and scalability. EDUCATION
Engineer/Data Science (2021-2025)
VNUK Institute for Research and Executive Education GPA:
2022-2023: 3.76/4 - 3.69/4
2023-2024: 3.94/4 - 3.91/4
SELF-LEARNING
System Analysis and Database Design
Math for Computer
Business Analyst and Project Management
Machine Learning and Deep Learning
ACHIEVEMENT
SheCodes Hackathon
Da Nang 2023
Secondary Prize
VNUK Merit Scholarship
Da Nang 2023-2024
VNUK Merit Scholarship
Da Nang 2024-2025
Nippon Information Company Scholarship
Da Nang 2024-2025
PROJECTS:
AI Research Student VNUK
04/2023 - 06/2024
Vietnamese Language Bully Detection System Project A system detects bullying content in Vietnamese text using PhoBert, and provides a bully percentage and warnings for flagged content.
Techniques: Python, JavaScript, HTML PyTorch, Selenium, PhoBert, whisper Team size: 2 members / AI engineer
Responsibility:
Researched and implemented Selenium for data extraction from social networks. Integrated PhoBert for accurate Vietnamese language analysis and bullying detection. Led model improvements and refined detection accuracy based on user feedback.
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