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Afaque Umer

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Afaque Umer

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Welcome to my nomadic thoughts — Just like the dynamic nature of gradient descent, I find myself hopping back and forth between various…

2 min readJul 18, 2023

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Afaque Umer
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Artificial Intelligence in Plain English

🦜️ LangChain + Streamlit🔥+ Llama 🦙: Bringing Conversational AI to Your Local Machine 🤯

Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required)

14 min readJun 23, 2023

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🦜️ LangChain + Streamlit🔥+ Llama 🦙: Bringing Conversational AI to Your Local Machine 🤯

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Afaque Umer
in
Artificial Intelligence in Plain English

Level Up 🚀 Your Computer Vision 👀 Game: Harnessing the Potential of Image Augmentation

Boosting Performance and Robustness through Transformations

8 min readMay 22, 2023

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Level Up 🚀 Your Computer Vision 👀 Game: Harnessing the Potential of Image Augmentation

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Afaque Umer
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CodeX

Streamlit🔥+ FastAPI⚡️- The ingredients you need for your next Data Science Recipe

Streamlit is an open-source, free, all-python framework to rapidly build and share interactive dashboards and web apps for Data Science /…

5 min readSep 25, 2022

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Streamlit🔥+ FastAPI⚡️- The ingredients you need for your next Data Science Recipe

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Afaque Umer
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Towards AI

Kubernetes 101: Grasping the Fundamentals ☸️

Demystifying the nuts and bolts of its architecture and components

10 min readMay 13, 2024

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Kubernetes 101: Grasping the Fundamentals ☸️

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Afaque Umer
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Towards AI

From Code to Cloud: Building CI/CD Pipelines for Containerized Apps

Automating Your Deployment Pipeline using Docker, GitHub Actions, and Render 🚀

10 min readMar 3, 2024

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From Code to Cloud: Building CI/CD Pipelines for Containerized Apps

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Afaque Umer
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Python in Plain English

Azure Functions 101: Getting Started with Serverless Computing⚡

Introduction 🔖

8 min readFeb 18, 2024

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Azure Functions 101: Getting Started with Serverless Computing⚡

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Afaque Umer
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Towards AI

Docker Essentials: Streamlining Multi-Service Application Orchestra

Unlocking the Power of Compose for Seamless Machine Learning Workflows

10 min readJan 27, 2024

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Docker Essentials: Streamlining Multi-Service Application Orchestra

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Afaque Umer
in
Artificial Intelligence in Plain English

Docker Essentials: Transforming Python Apps into Portable Containers

Sail through the journey of dockerization, mastering the intricacies effortlessly from inception to deployment

11 min readJan 7, 2024

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Docker Essentials: Transforming Python Apps into Portable Containers

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Afaque Umer
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Towards AI

Docker Essentials: A Beginner’s Blueprint 🐳

Upgrade your deployment skills with the Art of Containerization

5 min readJan 3, 2024

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Docker Essentials: A Beginner’s Blueprint 🐳

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Afaque Umer

Afaque Umer

AI whisperer, unraveling the secrets of the universe one byte at a time. Let's geek out together 👉 www.linkedin.com/in/afaque-umer

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