我是Roschild Rui，一名华南理工大学数据科学与大数据专业大二本科生（2023级）
- Grade 90.99/100
- GPA 3.8/4.0
- 2023-2024学年综合素质评价 专业 1/89 校级一等奖学金
- 2024年度未来技术太湖创新奖 - 科创创新奖一等奖
兴趣方向
- 大模型预训练、微调、推理、蒸馏
- NLP，高效agent智能体
- 小市值量化交易策略
- Kaggle
实习、项目、比赛经历
实习
- （2025.7 - 现在）腾讯金融科技 - 应用研究
项目
- （2023.12）X-sentiments：对bilibili热门视频及其对应评论进行实时情感分析、大数据舆情分析及关键词检索等任务
kaggle
- （2024.4）Kaggle LLM Prompt Recovery (RANK 25/2175)：前三十银牌 （LLM,NLP）
- （2024.5）Kaggle Home Credit - Credit Risk Model Stability (RANK 350/2175)：铜牌（数据挖掘）
- （2024.5）成为Kaggle Expert (RANK 2287/205111)
- （2024.6）Kaggle AI Mathematical Olympiad - Progress Prize 1 (RANK 58/1161)：银牌（LLM, COT）
- （2024.6）Kaggle learning-agency-lab-automated-essay-scoring-2 (RANK 1334/2706) （NLP, 文本数据挖掘）
- （2024.6）Kaggle Expert (RANK 1343/205640)
- （2024.8）Kaggle lmsys-chatbot-arena (RANK 19/1849)：银牌（LLM, NLP）
- （2024.8）Kaggle Expert (RANK 896/205366)
- （2024.10）Kaggle RSNA 2024 Lumbar Spine Degenerative Classification (RANK 231/1874)：（医学影像目标检测，目标分类）
- （2024.12）Kaggle eedi-mining-misconceptions-in-mathematics (RANK 19/1446)：银牌（RAG, LLM）
- （2024.12）Kaggle Expert (RANK 644/203040)
- （2025.3） kaggle WSDM Cup - Multilingual Chatbot Arena (PB RANK 15/950 LB RANK 3/950)：银牌 (大模型人类偏好预测)
- （2025.7） 2025 kdd cup CRAG- MM Challenge： 总榜第9，赛道一第五（多模态agent，单跳多跳多轮RAG）
其他
- （2024.1）2023亚太杯：二等奖（数据挖掘）
- （2024.1）2024华数杯国际数学建模大赛：M奖（数据挖掘）
- （2024.3）2024高校大数据挑战赛：二等奖（数据挖掘）
- （2024.5）2024美国大学生数学建模大赛：H奖（数据挖掘）
- （2024.5）2024MotherCup：赛区三等奖（目标检测，目标分类）
- （2025.5）2025美国大学生数学建模大赛：M奖（数据挖掘）
更新日期：2025/8/10
Codex撰写更新内容，并修复部分GitHub action bug
I am Roschild Rui, a second-year undergraduate majoring in Data Science and Big Data at South China University of Technology (Class of 2023).
- Grade 90.99/100
- GPA 3.8/4.0
- 2023-2024 Academic Year Comprehensive Quality Evaluation: Ranked 1/89 in Major; Recipient of University-Level First-Class Scholarship
- 2024 Future Technology Taihu Innovation Award - First Prize for Scientific and Technological Innovation
Areas of Interest
- Pre-training, fine-tuning, inference, and distillation for large language models
- NLP; efficient agentic systems
- Quantitative trading strategies for small-cap assets
- Kaggle
Internships, Projects, and Competitions
Internships
- (July 2025 - Present) Tencent Financial Technology - Agent Research
Projects
- (December 2023) X-sentiments: Real-time sentiment analysis of popular Bilibili videos and their corresponding comments, big data public opinion analysis, and keyword search tasks. (NLP)
Kaggle
- (April 2024) Kaggle LLM Prompt Recovery (RANK 25/2175): Silver medal (Top 30) (LLM, NLP)
- (May 2024) Kaggle Home Credit - Credit Risk Model Stability (RANK 350/2175): Bronze medal (Data Mining)
- (May 2024) Achieved Kaggle Expert status (RANK 2287/205111)
- (June 2024) Kaggle AI Mathematical Olympiad - Progress Prize 1 (RANK 58/1161): Silver medal (LLM, COT)
- (June 2024) Kaggle learning-agency-lab-automated-essay-scoring-2 (RANK 1334/2706) (NLP, Text Data Mining)
- (June 2024) Kaggle Expert (RANK 1343/205640)
- (August 2024) Kaggle lmsys-chatbot-arena (RANK 19/1849): Silver medal (LLM, NLP)
- (August 2024) Kaggle Expert (RANK 896/205366)
- (October 2024) Kaggle RSNA 2024 Lumbar Spine Degenerative Classification (RANK 231/1874): (Medical Image Object Detection, Object Classification)
- (December 2024) Kaggle eedi-mining-misconceptions-in-mathematics (RANK 19/1446): Silver medal (RAG, LLM)
- (December 2024) Kaggle Expert (RANK 644/203040)
- (March 2025) Kaggle WSDM Cup - Multilingual Chatbot Arena (PB RANK 15/950, LB RANK 3/950): Silver medal (human preference prediction for LLMs)
- (July 2025) 2025 KDD Cup CRAG-MM Challenge: Overall 9th; Track 1 5th (multimodal agents; single-hop, multi-hop, multi-turn RAG)
Others
- (January 2024) 2023 Asia-Pacific Cup: Second Prize (Data Mining)
- (January 2024) 2024 Huashu Cup International Mathematical Modeling Contest: Meritorious Winner (Data Mining)
- (March 2024) 2024 University Big Data Challenge: Second Prize (Data Mining)
- (May 2024) 2024 American Collegiate Mathematical Modeling Contest: Honorable Mention (Data Mining)
- (May 2024) 2024 MotherCup: Third Prize in the regional competition (Object Detection, Object Classification)
- (May 2025) 2025 American Collegiate Mathematical Modeling Contest: Meritorious Winner (Data Mining)
Update Date: August 10, 2025
Content written by Codex, with some GitHub action bugs fixed.
