AI Engineer / Machine Learning Engineer
Independent Projects
Remote
2024 - Present
Role Summary
- Led full-cycle development of multilingual sentiment analysis platform using BERT-family models, supporting full fine-tuning and LoRA parameter-efficient tuning.
- Developed Smart View Platform for review analysis: sentiment, topic classification, review quality, fake review detection, and ABSA.
- Built LLM-powered data assistant on Streamlit for automated EDA, data quality checks, and conversational summarization.
- Architected hybrid e-commerce search & recommendation engine (dense + sparse + cross-encoder re-ranking), improving nDCG@10 by 30%.
- Developed modular RAG system combining FAISS, CrossEncoder, and Flan-T5-large for natural language product search and comparison.
Role Summary
- Led full-cycle development of multilingual sentiment analysis platform using BERT-family models, supporting full fine-tuning and LoRA parameter-efficient tuning.
- Developed Smart View Platform for review analysis: sentiment, topic classification, review quality, fake review detection, and ABSA.
- Built LLM-powered data assistant on Streamlit for automated EDA, data quality checks, and conversational summarization.
- Architected hybrid e-commerce search & recommendation engine (dense + sparse + cross-encoder re-ranking), improving nDCG@10 by 30%.
- Developed modular RAG system combining FAISS, CrossEncoder, and Flan-T5-large for natural language product search and comparison.