Talks

Talks I’ve delivered over the years:

• “LoRA and Friends” delivered at AICamp London Dec. 2023, Devfest (Warwick) Nov. 2023 (Recording Available) (Slides)

• “Pretrained Transformers: BERT and RoBERTa” delivered at LLM Bootcamp-Zero to Hero in LLMs (Recording Available) (Slides)

• “CI/CD and Containerization for Machine Learning” delivered at Docker Meetup Bangalore Aug. 2023 (Slides)

• “Dev Environments for Machine Learning” delivered at Pie and AI Meetup Bangalore July 2023 (Slides)

• “Benchmarking Self Supervised Learning Methods” delivered at GenAI Gurus Meetup Sep. 2023, Keras Community Days Aug. 2023, TFUG Bangalore July 2023 (Recording Available) (Slides)

• “Introduction to Deep Learning” delivered at the Summer Analytics Course by C&A IIT Guwahati June 2024 (Slides)

• “Knowledge Distillation using MAEs” delivered at the LightlyAI Reading Group July 2024 (Recording Available) (Slides)

• Rapidly Prototyping RAG applications using Local Models delivered at AICamp London Aug. 2024, PyData MCR Sep. 2024 (Slides)

• “POA: Pre-Training Once for Models of All Sizes” delivered at the LightlyAI Reading Group August 2024 (Slides)