Summary
Avi Seth is an AI software engineer with eight years of experience building privacy-first and production-grade GenAI systems that scale. Based in New York and currently working across Ingram Technologies and Crispa.ai, he focuses on model context protocols, retrieval-augmented generation, and low-latency LLM orchestration using AWS Bedrock, SageMaker, and Lambda. His background blends academic research—privacy-preserving federated learning and VAE-LSTM work at Virginia Tech—with hands-on ML productization and MLOps, including containerized deployments and CDK-driven SageMaker pipelines. Avi has applied generative AI and NLP across recruiting, healthcare, finance, and education, and has practical full-stack experience tuning models through data-labeling and iterative evaluation. Notably, he pairs experimentation in research labs with real-world integration of LLMs into enterprise tools, making contextual memory and accuracy first-class concerns.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Technology (BTech) Computer Science and Engineering, Bachelor of Technology (BTech) Computer Science and Engineering at SVKM's Narsee Monjee Institute of Management Studies (NMIMS)
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Virginia Tech
High School Physics Chemistry Maths English Computer Science, High School Physics Chemistry Maths English Computer Science at Rajhans Vidyalaya
High School Class 10th, High School Class 10th at DAV Public School, Gurgaon
English, Hindi