Karndeep Singh
Karndeep Singh creates tutorials on data science concepts like local LLMs, RAG, and fine-tuning models.
About Karndeep Singh
Karndeep Singh produces instructional content on practical data science implementation, covering tools such as Ollama for running local LLMs, Langchain for building RAG applications with Gemini, and techniques for fine-tuning models including Llama 2 with QLoRA. The channel also explores Hugging Face's Transformers Agents, Kedro for MLOps pipelines, and automated data labeling with UBIAI and GPT.
The channel states it focuses on explaining and implementing difficult concepts in data science, with topics ranging from information extraction from invoices using Gemini Pro to zero-shot NER with ChatGPT and image segmentation with Meta's Segment Anything Model.