Senior Machine Learning Engineer Karomi Technology Private Limited

3.0 - 7.0 years

0 Lacs

chennai, tamil nadu

On-site

Role Overview: You will be responsible for owning the full ML stack to transform raw dielines, PDFs, and e-commerce images into a self-learning system that can read, reason about, and design packaging artwork. You will work closely with packaging designers and a product manager as the technical authority on deep learning for this domain. Key Responsibilities: - Data & Pre-processing (40%): - Write robust Python scripts for parsing PDF, AI, SVG files and extracting text, color separations, images, and panel polygons. - Implement pipelines using Ghostscript, Tesseract, YOLO, and CLIP. - Automate synthetic-copy generation for ECMA dielines. - Maintain vocabulary YAMLs and JSON schemas. - Model ...

Posted 3 weeks ago

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Senior Machine Learning Engineer Karomi Technology Private Limited

3.0 - 7.0 years

0 Lacs

chennai, tamil nadu

On-site

You will be responsible for owning the full ML stack that is capable of transforming raw dielines, PDFs, and e-commerce images into a self-learning system that can read, reason about, and design packaging artwork. This includes building data-ingestion & annotation pipelines for SVG/PDF to JSON conversion, designing and modifying model heads using technologies such as LayoutLM-v3, CLIP, GNNs, and diffusion LoRAs, training & fine-tuning on GPUs, as well as shipping inference APIs and evaluation dashboards. Your daily tasks will involve close collaboration with packaging designers and a product manager, establishing you as the technical authority on all aspects of deep learning within this doma...

Posted 3 months ago

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