Sagar Desai
Senior Solutions Architect at NVIDIA
Bengaluru, Karnataka, India
Summary
🤩
Rockstar🎓
Top SchoolSagar Desai is a Senior Solutions Architect at NVIDIA with 6+ years of hands-on experience building end-to-end ML and MLOps solutions, now focused on accelerated generative AI, training/inference pipelines, and continuous learning across NVIDIA’s AI stack. He has a strong track record in LLMs, agents, quantization (AWQ/GPTQ), vLLM/TensorRT-LLM and RAG systems from his prior MLOps role at Fractal, where his agent framework and Hugging Face activity earned community recognition. Earlier roles in automotive and manufacturing applied ML to CAE and analytical engineering, giving him uncommon depth in physical system modeling combined with modern ML deployment. He actively publishes and prototypes on GitHub and Hugging Face — notable projects include agent_llm_dev, graph_chat, quantized Vicuna builds and RL work — demonstrating a blend of research, productionization and experimentation. Sagar holds an ML/AI postgraduate diploma from IIIT Bangalore and an MTech in Design, which underpins his habit of pairing rigorous engineering with continuous learning. He’s known for reducing model build/debug time and automating non-standard pipelines, translating research ideas into robust, resource-efficient production systems.
5 years of coding experience
8 years of employment as a software developer
Postgraduate Diploma in Machine Learning and Artificial Intelligence, Postgraduate Diploma in Machine Learning and Artificial Intelligence at International Institute of Information Technology BangaloreMaster of Technology (MTech) Design, Master of Technology (MTech) Design at Vishwakarma Institute Of TechnologyBachelor of Engineering (B.E.) Mechanical Engineering, Bachelor of Engineering (B.E.) Mechanical Engineering at Shivaji University
Kannada, Hindi, Marathi, English
Github Skills (45)
chatgpt10
agentic10
autogen10
ai10
statistics9
falcon9
nlp8
data-analysis8
python8
machine-learning8
bloom8
data-science7
text-generation7
pytorch7
face7
Programming languages (5)
Github contributions (5)
SDcodehub/agent_llm_dev
Sep 2023 - Sep 2024
Contributions:8 PRs, 16 pushes, 2 branches in 1 year
SDcodehub/SDcodehub.github.io
Sep 2023 - Jun 2024
Contributions:28 PRs, 60 pushes, 2 branches in 8 months
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