Industry experience
Research methods applied to real data, models, and systems.

Tencent CSIG · Youtu Lab
Large Language Model Algorithm Research Intern
Beijing, China · On-site
Working on post-training for Code Agents at Tencent Youtu Lab, with a focus on reinforcement learning and tool-using agent behavior.

Tencent PCG · QQ
Large Language Model Algorithm Research Intern
Shenzhen, China · On-site
Built a one-million-pair multilingual translation corpus for QQ International spanning 13 Eurasian languages, covering data filtering and cleaning, low-resource language-pair distillation, NER entity repair, 4B-class base-model evaluation, and SFT. The resulting model improved in-domain performance by approximately 10 percentage points while matching a substantially larger MoE translation baseline on FLORES-200 and WMT25.

Perfect World
NLP Algorithm Intern
Beijing, China · On-site
Developed an LLM-based advertising-slogan recognition system for player-community moderation. Combined retrieval-augmented generation with LoRA fine-tuning and deployed efficient inference with vLLM. The system reached an F1 score of 85% and supported hourly offline batch recognition.

