Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Top Task Types

Classification

Computer Programming Coding

Freelancer Overview

I have experience in Vietnamese NLP data labeling projects, evaluated using rubrics such as PII detection, accuracy, instruction-following ability, text length, and native language naturalness, with scores ranging from 1 to 5. I also have strong programming skills in Java, Python, and JavaScript, and have worked on projects related to reinforcement learning with human feedback (RLHF). I am currently pursuing a research-based master’s degree and have conducted research on fine-tuning the LLaMA2-7B model for cybersecurity multitasking using parameter-efficient LoRA. The model achieved performance comparable to GPT-4 in anomaly detection, attack classification, log analysis, text summarization, and cybersecurity question answering. In addition, I have experience developing recommender systems using unsupervised methods combined with information retrieval, as well as building RAG applications with both naïve retrieval and knowledge graph enhanced approaches.

Labeling Experience

Education

Work History