Key Skills

Freelancer Overview

I am passionate about building high-quality AI systems with a strong foundation in data labeling, annotation, and training data pipelines. My experience includes developing custom entity detection models using DistilBERT for NLP tasks, optimizing large language models with advanced quantization for efficient deployment, and designing retrieval-augmented generation (RAG) pipelines that leverage structured and unstructured data sources. I have hands-on expertise with tools such as PyTorch, TensorFlow, HuggingFace Transformers, LangChain, and vector databases like Milvus and ElasticSearch. My work spans domains including natural language processing, multimodal document and image analysis, and interactive 3D agent generation. I am skilled at building robust data processing workflows, implementing observability for model evaluation, and ensuring that AI models are grounded, accurate, and cost-efficient.

Labeling Experience

Education

Work History