Machine Learning Engineer, yearning for solving interesting problems with machine learning technologies. Interested in Deep learning, Natural language processing, and Generative models.
Worked on various machine learning related tasks, including but not limited to:
- Open-domain Conversation Chatbot
- Recommender system
- Few-shot face reenactment
- Text classification
- SIMD/Assembly-level optimization of low-bit neural networks
Worked as a tech lead for machine learning team, developing machine learning models for open-domain conversation solution Pingpong. Developed several models including but not limited to:
- Retrieval-based chatbot
- Generic response generation via Text/Conversation classification
- Semantic text similarity
- Text generation
Worked on pedestrian detection task, supervised by Gunhee Kim.