Utkarsh Jain — Software Engineer
I’m a systems and AI-focused engineer at Adobe Illustrator, where I design and optimize GPU and AI-powered systems that drive intelligent, high-performance creative workflows. I led the development of an Agentic Framework for Generative Effects — a plug-and-play system that connects LLMs (GPT-4, Gemini, Claude) and VLMs (BLIP-2, Kosmos-2) with Illustrator’s native rendering engine. This framework enables users to generate editable vector effects from natural language prompts, integrating conversational context, state tracking, and client-side validation. It reduced effect search and application time by over 50%, representing one of the first production-scale bridges between Generative AI and GPU-based creative systems at Adobe. Alongside this, I’ve worked extensively on Illustrator’s rendering and transform pipelines, achieving up to 5× frame-rate improvements and implementing Infinite Resolution Textures, a research-driven enhancement that improved scalability and visual fidelity across large canvases. I also developed a codebase indexing system integrated with an agentic RAG pipeline, enabling context-aware code search across teams and accelerating developer workflows. These projects reflect my focus on building AI-enhanced infrastructure that combines the reliability of system engineering with the adaptability of modern generative models. I’m currently exploring the use of deep reinforcement learning for LLM fine-tuning and agentic control, with an emphasis on improving model alignment, reasoning efficiency, and adaptive decision-making in generative systems. Winner of Adobe’s C++ Bootcamp and recipient of the “Pat On The Back” award, I’m passionate about combining GPU systems expertise with AI engineering to build scalable, intelligent, and high-impact creative technologies.
Stackforce AI infers this person is a SaaS-focused engineer specializing in GPU and AI systems for creative applications.
Location: Bengaluru, Karnataka, India
Experience: 2 yrs 10 mos
Skills
- Gpu Programming
- Agentic Ai Systems
- Retrieval-augmented Generation
- Ml Infrastructure
- Gpu Optimization
- Data Engineering
- Javascript
- Spring Boot
- Sql
Career Highlights
- Architected a groundbreaking agentic framework for Adobe Illustrator.
- Achieved significant performance improvements in rendering pipelines.
- Engineered high-accuracy ML pipelines for content authenticity.
Work Experience
Adobe
Member of Technical Staff II (1 yr 3 mos)
Member of Technical Staff (SDE) (1 yr 7 mos)
mewt
SDE Intern (5 mos)
Walmart Global Tech India
SDE Intern (1 mo)
Jochebed Tech Solutions
Summer Intern (1 mo)
Education
Bachelor of Engineering - BE at Birla Institute of Technology and Science, Pilani
Master of Science - MS at Birla Institute of Technology and Science, Pilani
Senior School at Sri Kumaran Public School