“Working with Bin was a pleasure. Every time I spoke with him, I felt smarter. He's got an incredible mind and approached his work & our partnership with a clear vision for change. I appreciated how Bin challenged us respectfully and thoroughly collaborated with us to ensure he got what he needed to understand Amperity while also providing us with the right level of information to serve Focus better.”
About
I am a seasoned, mission-driven executive with 18 years of experience in…
Contributions
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What are the most common reasons for an ML model to fail in production?
Poor data quality frequently stands out as a primary reason for the failure of machine learning models in production. The breakdown of an ML model can result from inferior data quality or disruptions in the data engineering pipeline. Inadequate datasets can significantly impair the performance of an ML model, especially when dealing with incomplete data sets. Consider a churn prediction ML model, which may deliver mediocre results if it lacks comprehensive customer 360 data. The process of collecting and consolidating data into a customer data platform (CDP) can be time-consuming, often extending over a significant duration.
Activity
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Why Does Provider Quality Matter in Healthcare? Quality healthcare providers are essential for ensuring better patient outcomes and overall…
Why Does Provider Quality Matter in Healthcare? Quality healthcare providers are essential for ensuring better patient outcomes and overall…
Liked by Bin Yu, PhD
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Awesome new feature, “Guest Checkout” live on the Starbucks App! A great collaborative effort across multiple teams to light up this customer…
Awesome new feature, “Guest Checkout” live on the Starbucks App! A great collaborative effort across multiple teams to light up this customer…
Liked by Bin Yu, PhD
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The deployment of Large Language Models (LLMs) often presents a dilemma: using the most capable models for high-quality responses can lead to high…
The deployment of Large Language Models (LLMs) often presents a dilemma: using the most capable models for high-quality responses can lead to high…
Liked by Bin Yu, PhD
Experience & Education
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GrowthOps Solutions LLC
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Chinese
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English
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Traditional Supervised Fine-Tuning (SFT) often struggles with complex questions in specialized domains due to its inability to utilize the full…
Traditional Supervised Fine-Tuning (SFT) often struggles with complex questions in specialized domains due to its inability to utilize the full…
Liked by Bin Yu, PhD
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I am delighted to see that Macy's has terminated talks with Arkhouse and Brigade. The truth is that whatever problems Macy's has, they will not be…
I am delighted to see that Macy's has terminated talks with Arkhouse and Brigade. The truth is that whatever problems Macy's has, they will not be…
Liked by Bin Yu, PhD
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Business Analytics Conference Connects Students to Industry Leaders This April, more than 200 industry practitioners, alumni, academics, and…
Business Analytics Conference Connects Students to Industry Leaders This April, more than 200 industry practitioners, alumni, academics, and…
Liked by Bin Yu, PhD
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Breakdown of $3.4B of OpenAI revenue. 1) The $1.9B chatGPT plus is likely consumer/SMB. Risk is platform vendors like Apple, Google providing this…
Breakdown of $3.4B of OpenAI revenue. 1) The $1.9B chatGPT plus is likely consumer/SMB. Risk is platform vendors like Apple, Google providing this…
Liked by Bin Yu, PhD
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New times coming in AI ⏳ML&DL -> GraphRAG & AInet of agents 🕸️ neural nets -> knowledge graphs 🦜 Multimodal LLMs -> MMKGs + Small LLMs
New times coming in AI ⏳ML&DL -> GraphRAG & AInet of agents 🕸️ neural nets -> knowledge graphs 🦜 Multimodal LLMs -> MMKGs + Small LLMs
Liked by Bin Yu, PhD
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This week marks twice in the last six months that my former teams were decimated by layoffs. Each was cruel in its own way — suddenly targeting…
This week marks twice in the last six months that my former teams were decimated by layoffs. Each was cruel in its own way — suddenly targeting…
Liked by Bin Yu, PhD
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GraphRAG is the technology poised to create the next Google in the RAG field! With Microsoft recently open-sourcing GraphRAG and catapulting it to…
GraphRAG is the technology poised to create the next Google in the RAG field! With Microsoft recently open-sourcing GraphRAG and catapulting it to…
Shared by Bin Yu, PhD
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Really enjoyed these two intense days! I appreciated the variety of organizations present - to open the chakra - but also Healthcare representation…
Really enjoyed these two intense days! I appreciated the variety of organizations present - to open the chakra - but also Healthcare representation…
Liked by Bin Yu, PhD
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