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What I learned trying to run DeepLearning models locally

on April 03, 2025

Capacity Planning Deep Learning Deep Learning Laptop GenAI HuggingFace InfiniteYou

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Harnessing CUDA on Windows with Python in WSL2

on March 11, 2025

CUDA Deep Learning NVIDIA Python PyTorch windows WSL2

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Scale Challenge 10 - Unshackling the SQL Server DB Bottleneck

on February 26, 2025

Engineering Leadership Engineering Management high scalability Scaling challenges SQL Server

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Scale Challenge 9 - The Phantom API

on February 25, 2025

API Integration API security Cloud Security Engineering Leadership Engineering Management security Security Exploit Web Security

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Scale Challenge 8 - The Productivity Paradox To Building A Tech Company

on February 24, 2025

Agile engineering challenges Engineering Leadership Engineering Management engineering practices Product Management Scaling Headcount

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Scale Challenge 7 - Cloud Migration At Scale

on February 23, 2025

AWS Cloud Azure Cloud Cloud Migration Engineering Leadership Engineering Roadmap Google Cloud Platform Legacy System

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Scale Challenge 6 - Automating Sales Funnel Analytics To Unlock Opportunities At Scale

on February 22, 2025

Analytics Automation engineering challenges Engineering Leadership high scalability Sales Funnel Analytics Scaling challenges

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Scale Challenge 5 - Inventory Avalanche

on February 21, 2025

data engineering data ingestion ecommerce Engineering Leadership high scalability Kafka retail Scaling challenges

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Scale Challenge 4 - Data Formats and Communication Protocols Puzzle

on February 20, 2025

REST APIs Scaling challenges Standards and Protocols Streaming data Websockets

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Scale Challenge 3 - The API imperative to turbo-charging stock broking platform in its growth

on February 19, 2025

API Integration API Platform APIs Developer Experience Engineering Leadership Engineering Management REST APIs SDKs

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Scale Challenge 2 - Abusive ingress traffic eating your bills, productivity and livelihood

on February 18, 2025

DDOS Engineering engineering challenges Engineering Leadership high scalability security

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Scale Challenge 1 - Tackling engineering blind spots when logs don't mirror reality

on February 17, 2025

Engineering engineering challenges Engineering Leadership high scalability Kubernetes logging scalability

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Why ProtoBuf? A hands-on lab to motivate you to try it out.

on February 07, 2025

high scalability ProtoBuf

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Popular Posts

Should I buy refurbished laptop from Amazon?

This post is based on my experience with amazon.in and guess it to be true on all other platforms as well. At least you can check out and verify for these pointers before you make that decision to buy renewed/refurbished laptop on Amazon with your hard earned money. I see this question propping up in several forums and on many different occasions. In the recent past, I had my 5 year old dell laptop that gave up because its motherboard failed. One of the options that I had in my mind was to re-use the HDD and the 16GB DDR4 RAM of that old laptop in the one that I purchase next as secondary. I had come to a conclusion that it is not worth buying a refurbished/renewed laptop at all. Why? For the following reasons, most of which I see as BIG #RedFlags: You got to remember that Amazon provides a platform for 3rd party sellers to sell their products as well. So in your search for refurbished laptops you wouldn’t want to choose some random 3rd party seller who Amazon doesn’t endorse. You...

Android Activity's onDestroy() Ain't Your Reliable Friend

Look at the Android Activity life-cycle events in the picture beside. The lifecycle isn't something new. You're familiar with it right? You're also that good Android developer that writes clean code, wherein you consciously override onDestroy() method to include resources clean-up code and save some state, right? Per Android doc , it is okay and usually the practice to write cleanup code in this method but not anything beyond that. So if you are to write code to persist state in this method, or anything else beyond resource clean-up (like threads associated with an activity), you're better off to push it up the life-cycle, either in onStop() or onPause() method. That is how I settled in the first iteration of new learning but wasn't happy. Why? To quote Android Doc:

Harnessing CUDA on Windows with Python in WSL2

Harnessing CUDA on Windows with Python in WSL2: A Seamless GPU Workflow Whether you are a wannabe or a professional data-scientist who wants to dabble with deep learning models on your local Windows laptop powered by NVIDIA GPU, this post is for you. Working locally has its own pros apart from the drastic reduction in cumulative cloud costs (even if this is reducing by a big magnitude with every passing year) - at least until you get done with your POCs using distilled version of DL model with Gradio/Streamlit on your Jupyter notebooks. Why WSL2? Windows is my primary OS, equipped with an NVIDIA GPU that I want to leverage for CUDA-accelerated tasks. Meanwhile, Linux offers a robust ecosystem for Python development. Simply put, I would like to combine the flexibility of Linux tools with the hardware power of a Windows machine. And WSL2 is a game changer that bridges this gap. By integrating CUDA into WSL2, I can: Accelerate Compute-Intensive Tasks: Run deep learning models ...

LoadBalancer support with Minikube for Kubernetes

Kubernetes (aka K8s) is an open source system (from Google) for managing containerized applications across multiple hosts; providing basic mechanisms for deployment, maintenance, and scaling of applications. Minikube is a tool that makes it easy to run Kubernetes locally on your laptop/desktop. Minikube runs a single-node K8s cluster inside a VM on your laptop for users looking to try out K8s or develop with it day-to-day.

How to disable gnome-ssh-askpass?

Today we had setup Git repo with access to it through corporate's LDAP authentication. From the client machines we can access it using the .netrc (where the machine, login and password are configured). However, for some wierd reason, upon trying to pull/push commits from/to the Git repository, the bash shell tries to open the gnome-ssh-askpass dialogue and it fails. I wanted to prevent the bash shell from attempting to launch the dialogue box. To do this, all I had to do is run the following command in the terminal: $ unset SSH_ASKPASS To prevent it in future, you can add the above line in your .bashrc or .bash_profile. Wish you trouble-free working!

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