Himanshu Arora
Machine Learning Engineer | Data Scientist
- Role
- Machine Learning Engineer at Adobe
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Himanshu Arora
As a Machine Learning Engineer with 4+ years of experience across industry leaders like…
Experience
Machine Learning Engineer
Apr 2024 — Present · San Jose, CA, US
Fine-tuned the Mistral-7B language model on 100K+ XML design templates for the Creative Pretrained Transformer (CPT) for Template Variations project, enabling automated generation of high-quality, diverse template variations by masking and predicting style attributes.• Built and integrated a custom decoding method into vLLM inference, penalizing repeated colors to improve visual diversity and text readability, resulting in faster and more reliable template generation validated by A/B testing.• Developed a layout-based retrieval system as part of the Layout-Based Retrieval (LBR) System project, using LLaVa and CLIP-style loss to generate embeddings that accurately match templates by layout structure rather than content, enhancing template search and discovery
Education
UC San Diego
Master of Science - MS
2022 — 2024
Indian Institute of Technology, Kanpur
BS
2015 — 2019
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