APTPUO Fall 2026- MIA5150-Topic (Generative AI and (LLMs)

Tasks

• Apply model fine tuning and parameter efficient training
• Deliver lectures labs and projects
• Deploy AI systems with inference optimization
• Design multimodal AI applications
• Develop generative model learning content
• Evaluate model performance and safety
• Implement retrieval-augmented generation
• Teach generative AI and large language models

Perks/Benefits

• Online teaching

Skills/Tech-stack

Agent systems | Context learning | Contrastive Learning | Diffusion Models | Efficient Training | Fine Tuning | GANs | Hugging Face | Hugging Face Transformers | In-context Learning | Langchain | MLOps | Model Evaluation | Multi-Agent | Multi-Agent Systems | Parameter-efficient training | Prompt engineering | PyTorch | Python | Retrieval-Augmented Generation | Safety alignment | TensorFlow | Transformers | VAEs | Vector Databases