Vision Pipelines in Production: Serving & Optimisations // Biswaroop Bhattacharjee // AI in Prod

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// Abstract
The discussion will center on transitioning from solution development to production, particularly focusing on vision models. Topics explored include fine-tuning LORAs, upscaling pipelines, constraints-based generations, and step-by-step enhancements to achieve optimal performance and quality for a production-ready service.

// Bio
Biswaroop Bhattacharjee is a Senior ML Engineer at Prem AI, hacking with LLMs, SLMs, Vision models and MLOps in general as an. Biswaroop has also worked on ML platforms …

abstract brand center constraints development fine-tuning partner performance pipelines prod production quality solution step-by-step topics upscaling vision vision models will