System Design Interview Prep Guide
As someone who has gone through many system design interviews successfully, I understand the importance of thorough preparation. When I started, I struggled ...
Posts by Year
2023
On How To Stand Out in Your Job Application: Tips for New Grads
The current job market is incredibly tough, especially for new graduates. With many layoffs and economic uncertainty, every job posting now receives hundreds...
How to Use Large Language Models While Reducing Cost and Improving Performance
Researchers at Stanford have proposed a method called FrugalGPT to harness the power of large language models while significantly reducing their inference co...
Reflection on System Efficiency at Meta: A Personal Perspective
One of the most renowned computer programmers of our time, John Carmack, recently published a post about his decision to leave Meta. In his note, he highligh...
2022
What to do with your life?
Been grasping with this question for many years, and every year I have a different answer and goal: Is it to gain more Knowledge, Adventure, Power, Influence...
Python and the Future of Programming - Guido van Rossum
My summary notes of Python and the Future of Programming by Guido van Rossum in Lex Fridman Podcast.
List of potential ML startups 2022
If you love innovation and want to tap into this new era, below is the list of potential ML startups that can help fuel your passion.
The state of startup compensation, H1 2022
An interesting post abouts The state of startup compensation, H1 2022
Current State of Machine Learning Operations (MLOps)
An excellent paper regarding the complex states of MLOps today: “Machine Learning Operations (MLOps): Overview, Definition, and Architecture” - by Dominik Kr...
What are the current state and key challenges of Feature Store Service in MLOps?
Understanding the current state and key challenges of Feature Store Service in MLOps.
How To Negotiate Almost Anything
Today I want to share a greate note on How To Negotiate Almost Anything from Deb Liu - CEO Ancestry, ex-FB VP.
The Importance of Storytelling in your career
In this post, I want to share my thoughts about the lack of Storytelling skills in many great candidates which can cause a final rejection in their interview.
2019
How to take advantage of free GPUs for your ML projects
In this tutorial, we will learn how to take advantage of free GPUs and TPUs to accelerate your Machine Learning projects
Airflow tutorial 7: Airflow variables
In this tutorial, we explore how to use Airflow variables
2018
Airflow tutorial 6: Build a data pipeline using Google Cloud Bigquery
In this tutorial, we will build a data pipeline using Google Cloud Bigquery and Airflow
Airflow tutorial 5: Airflow concept
We will learn about Airflow’s key concepts
Airflow tutorial 4: Writing your first pipeline
We will learn how to write our first DAG step by step
Airflow tutorial 3: Set up airflow environment using Google Cloud Composer
We will learn how to set up airflow environment using Google Cloud Composer
Airflow tutorial 2: Set up airflow environment with docker
We will learn how to set up airflow environment using Docker
Airflow tutorial 1: Introduction to Apache Airflow
An introduction to Apache Airflow tutorial series