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George Polzer

Co-Founder & Chairman at Teralytics

George Polzer is a Senior Product Manager at Instacart, focusing on Caper.ai in Europe. He has a background as an entrepreneur and technologist, specializing in building and motivating cross-functional teams. His professional experience includes significant roles at Instacart, where he leverages his expertise in technology and product management to drive innovation.

He is based in Marbella and has over 500 connections on LinkedIn, indicating a robust professional network. Polzer actively shares insights related to AI, computer vision, and deep learning on his LinkedIn profile, reflecting his engagement with current technological trends and discussions in the industry.

Highlights

Aug 14 · linkedin

👉 Great step-by-step article building: Retrieval Pipeline to demo RAG use case. 🚀 TITLE: Building LLM-Powered Coding Assistant for GitHub with RAG, Gemini, and Redis!

...once there was a fully functional retrieval pipeline to address user issues within the target codebase.

Here's an overview of what has been worked on:

🔍 Building a Retrieval Pipeline and Integration with LLM:

  • Reading and storing the entire code base.
  • Mapping class/function dependencies to understand each member's usage.
  • Providing concise instructions by pulling up required codes when users ask questions.

Next step is to develop a mechanism for retrieving relevant documents based on user queries. This involves implementing vector search capabilities.

Chosen was the LLM orchestration framework Haystack. Here is the final flow:

🔄 User queries trigger the retrieval pipeline to fetch related code snippets and prompts for LLM. 🤖 LLM generates responses based on the prompts, which are then relayed back to the users via the application front end.

See full details of the process and the tools being leveraged in this article: https://lnkd.in/dmB2T2q7

🌟 #CodingAssistant #LLM #GitHub #TechInnovation

Image by author using Canva

Aug 14 · linkedin

👉 In a joint report from Grocery Doppio, FMI—The Food Industry Association, and Wynshop, key insights into the grocery industry's digital transformation have been revealed:

🔍 Top Takeaways:

  • 69% of all 2023 grocery sales were digitally influenced.
  • 73% of grocery executives anticipate increased competition in 2024.
  • Grocers plan to boost AI spending by 400% before 2025.

🚀 Challenges: However, grocers encounter hurdles with AI adoption:

  • 71% face budget constraints.
  • 69% struggle with proving performance and unclear ROI.
  • 63% cite limited infrastructure as a barrier.

🔍 Future Outlook: Only 28% of grocers feel confident in effectively leveraging AI by 2025. Challenges include talent scarcity and a lack of defined strategies.

🌟 Culture Matters: The report emphasizes the significance of culture, noting that grocers lean more towards intuition than data-driven decision-making.

✅ Image by DALL.E

#GroceryIndustry #AI #DigitalTransformation

Related Questions

What are George Polzer's main responsibilities at Instacart?
How did George Polzer transition from Teralytics to Instacart?
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What is George Polzer's background in AI and computer vision?
How does George Polzer's role at Instacart differ from his role at Caper.ai?
George Polzer
George Polzer, photo 1
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Experience

Co-Founder & Chairman at Teralytics (March 2012 - Present)
Research Assistant at ETH Zürich (July 2010 - February 2011) Project Manager at ETH juniors (January 2010 - February 2011)

Education

Master of Science (M.Sc.) in Computer Science, ETH Zürich (2007 - 2012) Bachelor of Science (B.Sc.) in Computer Science, ETH Zürich (2007 - 2011) Abitur, Landesschule Pforta (2003 - 2007)

Location

Scottsdale, Arizona, United States