Pune's 50th DevDay | Shipping LLM: Addressing Production Challenges | Venkatesh & Suman
About Speakers
Venkatesh is a Solution Consultant at Sahaj AI Software, and has over 12 years of experience in the areas of Computer Vision, Machine Learning, NLP, Embedded-AI, Analytics and Multimedia software development. He has delivered the solutions across a wide variety of industries including automotive, retail, manufacturing, surveillance, marketing, finance, semiconductor and smart cities. He has been a speaker & panelist at international conferences, actively contributing to publications & journals, and is a technical reviewer for Springer Nature.
Suman, currently a Solution Consultant at Sahaj AI Software, has over 7 years of experience in Computer Vision, Machine Learning, and Deep Learning. Suman’s prior role was as a Data Scientist at Jio, specializing in Computer Vision and Image Processing. During this tenure, He led three major projects in fashion, retail, and cybersecurity domains and contributed significantly by developing APIs for seamless product pipelines. With a Master’s degree in Signal Processing, particularly in speaker verification, he has published 5 papers in IEEE journals within this field. Beyond academia, Suman actively participated in diverse challenges and conducted workshops on computer vision, generative AI, and related topics at different educational institutions across India.
Topic
Exploring the intricate journey of deploying and maintaining LLM-based solutions in production, addressing challenges related to robust monitoring, scalability, latency and so forth