Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions
Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.
Recent posts
Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models
Delving into the math behind LoRA and QLoRA
Delineating my NLP experience
Talks about my experience in NLP - tools, techniques, and projects.
Old School NLP Technologies - Automata, Transducers, etc
Talks about Finite-State Automata, Transducers & their applications
Reducing the runtime from 2+ hours (on-GPU) to 8 mins in a recent project
Highlighting the bad engineering practices in production ready ML code