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Name: Harminder Singh

Type: User

Hi there 👋

I'm Harminder Singh. I am a techno-enthusiast who loves exploring new technolgies. Experienced in the the realms of data engineering, AI, Machine learning, MLOPs, DevOps, SaaS product developement.

I plan to add here a bunch of links to things I wrote, presented or recorded.

Medium blog

How to design an MLOps architecture in AWS? https://medium.com/towards-data-science/how-to-design-an-mlops-architecture-in-aws-67ee9843a430
Ensuring LLMs don’t produce toxic, biased or harmful content https://medium.com/@harminder1/ensuring-llms-dont-produce-toxic-biased-or-harmful-content-a86ae37a6c17
Are you “data mesh ready”? https://medium.com/@harminder1/are-you-data-mesh-ready-ec4a9b44d89
Setting up SPARK 3.1.1 Livy and Minio object storage https://medium.com/@harminder1/setting-up-spark-3-1-1-livy-and-minio-object-storage-baa76065f678

Harminder Singh's Projects

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-public-datasets

A topic-centric list of HQ open datasets.

aws-eks-best-practices

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

A best practices guide for using AWS EMR. The guide will cover best practices on the topics of cost, performance, security, operational excellence, reliability and application specific best practices across Spark, Hive, Hudi, Hbase and more.

aws-glue-libs

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

bigdataimplementation

cheat-sheets

This is my personal knowledge-base. Here you'll find code-snippets, technical documentation, and command reference for various tools, and technologies.

deeplearningfromscratch

This is repo for implementing deep learning concepts

drawflow-vue3-example

Drawflow vue 3 example

eda

eddy-backend

Administration backend for the Eddy Analytics platform

first-contributions

🚀✨ Help beginners to contribute to open source projects

githubcommands

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

harminder0209

home-depot-kaggle

Home depot

hudi

Upserts, Deletes And Incremental Processing on Big Data.

incubator-hop

Hop Orchestration Platform

kafkaimplementation

lighter

REST API for Apache Spark on K8S

livy-for-spark3.1.1

machine-learning-with-r-datasets

Formatted datasets for Machine Learning With R by Brett Lantz

metorikku

A simplified, lightweight ETL Framework based on Apache Spark

movie-web

A small web app for watching movies and shows easily

openai-cookbook

Examples and guides for using the OpenAI API

pulsar-perf-test

quinn

pyspark methods to enhance developer productivity 📣 👯 🎉

roop

one-click deepfake (face swap)

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