I will do sequential and generative recommender systems project

Note: please contact me before placing an order for project details and availability. I will try my best to do what I can do well in, I won't waste your time on the task I'm not good at.

Personal Background

PhD student in Artificial Intelligence at the University of California, Berkeley (UC Berkeley).

Services Offered

AI-related assignments, experiments, projects, capstone projects, graduation theses, and coursework for international students.

Areas of Expertise

LLMs, NLP, AI Agents, Recommender Systems, Python, Machine Learning, and Deep Learning.

Cutting-Edge AI Topics

• LLMs: Supervised Fine-Tuning (SFT), Reinforcement Learning (RL/GRPO), On-Policy Distillation (OPD), Reasoning, Prompt Tuning, LoRA, Multimodal Learning, and more.
• AI Agents: Tool Use, Function Calling, Planning, Multi-Agent Systems, Agentic RL, Agentic OPD, Agentic Workflows, and more.
• Recommender Systems: Sequential Recommendation, LLM4Rec, MLLM4Rec, Generative Recommendation (GR), and more.

Classical AI & Machine Learning

• Sentiment Analysis, Public Opinion Analysis, Word Clouds, RNNs, LSTMs, Time-Series Forecasting, Transformers, and more.
• Support Vector Machines (SVM), Decision Trees, XGBoost, Python Program