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Premal Shah on databases

From How We Made That App Episode 6:Data Dreams and AI Realities with 6Sense co-founder Premal Shah · · SingleStore

“If I were starting today I'd probably still start with MySQL — it's easy to get started locally and AWS has a lot of support — but many people love Postgres as well; my flavor historically is MySQL for transactional small-data use and quick POCs.”

Premal Shah
Cofounder, 6sense
databasesMySQLPostgrescloud

On , Premal Shah, Cofounder at 6sense, spoke about databases during How We Made That App Episode 6:Data Dreams and AI Realities with 6Sense co-founder Premal Shah on SingleStore.

How We Made That App Episode 6:Data Dreams and AI Realities with 6Sense co-founder Premal Shah
Watch on YouTube
How We Made That App Episode 6:Data Dreams and AI Realities with 6Sense co-founder Premal Shah
SingleStore
Watch on YouTube
In this engaging episode, host Madhukar Kumar dives deep into the world of data architecture, deployment processes, machine learning, and AI with special guest Premal Shah, the Co-Founder and Head of Engineering at 6sense. Join them as Premal traces the technological evolution of Sixth Sense, from the early use of FTP to the current focus on streamlining features like GitHub Copilot and enhancing customer interactions with GenAI. Discover the journey through the adoption of Hive and Spark for big data processing, the implementation of microservice architecture, and massive-scale containerization. Learn about the team's cutting-edge projects and how they prioritize product development based on data value considerations. Premal also shares valuable advice for budding engineers looking to enter the field. Whether you're a tech enthusiast or an aspiring engineer, this episode provides fascinating insights into the ever-evolving landscape of technology! Timestamps (00:23) Premal’s Background and Journey into Engineering (06:37) Introduction to 6sense: The Company and Its Mission (09:15) The Evolution of 6sense: From Idea to Reality (13:07) The Technical Aspects: Data Management and Infrastructure (18:03) Shifting to a micro-service-focused world (31:16) Challenges of Data Management and Scaling (38:26) Deployment Strategies in Large-Scale Systems (47:49) The Impact of Generative AI on Development and Deployment (55:18) The Future of AI in Engineering (01:01:07) Quick Hits Listen to the audio of this episode! Apple: https://podcasts.apple.com/us/podcast... Spotify: https://open.spotify.com/episode/3ZeL... Links Connect with Premal:   / premaljshah   Visit 6sense: https://6sense.com/ Connect with Madhukar:   / madhukarkumar   Visit SingleStore: https://www.singlestore.com/
Premal Shah

About Premal Shah

Cofounder · 6sense

Premal Shah, co-founder and head of engineering at 6sense, discussed the company's technical evolution and current AI initiatives in a February 2024 podcast. He stated that 6sense, founded in 2013, originally focused on predictive analytics for B2B sales and marketing and has since become a large intent data provider. Shah described the company's infrastructure, including a migration to Kubernetes, the use of Hive and Spark for big data processing, and the adoption of SingleStore to address data fragmentation. He noted that 6sense is experimenting with generative AI and RAG, building an internal Slack bot for support that performs RAG-style searches over a knowledge base, and relying on external LLMs such as OpenAI rather than building and hosting models internally. In a 2019 interview, Shah reflected on his earlier career, including his time at PayPal and his role as co-founder and former president of Kiva, the online lending platform. He recounted his initial belief that Kiva was the right approach to combining PayPal and microcredit, and his disappointment when the board chair told him he would not be able to continue as CEO. Shah said he felt "very worthless" and "angry" after that experience, and that he later applied to a well-being project. He described a subsequent "rebalancing of life" toward family, health, and connection with others.

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