Muhammet Nusret Özateş – Medium

Muhammet Nusret Özateş

Muhammet Nusret Özateş

Unleashing the Future of AI-Powered QA Chatbots: Streamlit + Langchain Retrieval QA + ChatGPT

In a revolutionary breakthrough, the boundaries of AI-driven Question Answering (QA) Chatbots have been shattered. Imagine a QA Chatbot…

7 min readJul 27, 2023

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Unleashing the Future of AI-Powered QA Chatbots: Streamlit + Langchain Retrieval QA + ChatGPT

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Muhammet Nusret Özateş
in
Dev Genius

Article Review: Searching for Build Debt Experiences Managing Technical Debt at Google

Introduction

6 min readDec 25, 2022

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Article Review: Searching for Build Debt Experiences Managing Technical Debt at Google

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Muhammet Nusret Özateş
in
Towards Dev

Using MLFlow with Keras Tuner

Hello, everyone! Today I needed to use Keras Tuner for my task and I wanted to track the hyperparameters with MLFlow. But I couldn’t find…

2 min readDec 2, 2022

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Using MLFlow with Keras Tuner

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Muhammet Nusret Özateş
in
Dev Genius

Install MLFlow on GCP for Your Team: The Simplest Way

As a machine learning engineer or a data scientist, you need to do experiments. Maybe you would try new models, new parameters, or new data…

4 min readOct 25, 2022

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Install MLFlow on GCP for Your Team: The Simplest Way

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Muhammet Nusret Özateş

My 2 years Machine Learning Career Story

After I get a lot of interest in the Turkish version of this story, I decided to write an English version of my career story. How do I…

4 min readOct 17, 2022

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My 2 years Machine Learning Career Story

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Muhammet Nusret Özateş
in
DevOps.dev

Tuning and Deploying Huggingface Transformers with Vertex AI — Part 3 Start Distributed Tuning and…

Introduction

6 min readOct 15, 2022

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Tuning and Deploying Huggingface Transformers with Vertex AI — Part 3 Start Distributed Tuning and…

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Muhammet Nusret Özateş
in
DevOps.dev

Tuning and Deploying HF Transformers with Vertex AI — Part 2 Training Code

Introduction

5 min readOct 8, 2022

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Tuning and Deploying HF Transformers with Vertex AI — Part 2 Training Code

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Muhammet Nusret Özateş
in
DevOps.dev

Tuning and Deploying HF Transformers with Vertex AI — Part 1 Preparing Prerequisites and Dataset

I believe that Google’s documentation is very hard to understand especially when it comes to Vertex AI. It took me days to create a…

4 min readOct 7, 2022

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Tuning and Deploying HF Transformers with Vertex AI — Part 1 Preparing Prerequisites and Dataset

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Muhammet Nusret Özateş

How to Handle Lack of Labels: A Brief Introduction

Hand labeling is probably the best way to get high-quality labels, but it has some challenges.

5 min readSep 28, 2022

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How to Handle Lack of Labels: A Brief Introduction

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Muhammet Nusret Özateş
in
DevOps.dev

Faster AI Services with Request Batching

Disclaimer: This is not a production-ready code nor I’m an expert. It is just a test of my idea to improve inference speed!

4 min readAug 11, 2022

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Faster AI Services with Request Batching

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Muhammet Nusret Özateş

Muhammet Nusret Özateş

Google Cloud Certified Professional Machine Learning Engineer | MSc @Koc University | Currently, my main work areas are NLP and MLOps.

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