MrDataPsychoinTowards DevHack the Framework: Implement Basic Authentication in Streamlit for Multiple Section (Multi…It is very easy to create Streamlit applications for data science projects but so far I have not found any native way to implement…8 min read·Jan 2, 2023----
MrDataPsychoinTowards DevML Pipeline Decoupled: I managed to Write a Framework Agnostic ML Pipeline with DVC, Rust & PythonMost of the ML Pipeline Orchestrators consider Python as the primary language to support. Also, most of them are (Kedro, Metaflow etc.)…8 min read·Nov 20, 2022--1--1
MrDataPsychoinTowards DevHow to Manage Pytorch Dependency with PoetrySetting up Pytorch with Poetry is as disgusting as Monday morning school. After searching through all most all the stack overflow solutions…6 min read·Nov 6, 2022--1--1
MrDataPsychoinTowards DevInstall and Setup CuDNN 8.5.x for CUDA 11.7 in Linux Mint (Debian/Ubuntu 22.04)Every time I up-grade my LinuxMint to latest version, I struggle with installing CUDNN and CUDA. As I are not often doing it, which makes…4 min read·Aug 22, 2022----
MrDataPsychoinTowards DevWriting A Data Pipeline in Rust with DataFusion (vs PySpark)Most of the Data pipelines I have written so far are written in Python: Pandas or Spark: PySpark. Recently in one of my project, I took a…8 min read·Jul 14, 2022--3--3
MrDataPsychoHow to Misuse AWS Sagemaker Notebook InstancesI have been using Sagemaker as my primary dev. Environment for building and deploying Data Science Product for at least 2 years. Working…7 min read·Jun 5, 2022----
MrDataPsychoBeyond being A Data Scientist in Business: A Data Science Product DeveloperMox, a prominent Data Scientist. Mostly investing his valuable time on core data science task like pre-analyzing data, building feature…6 min read·Mar 20, 2022----
MrDataPsychoTrouble Shooting Docker for Streamlit Web AppsI am almost on the verge of ditching Dash for Streamlit, though Streamlit still lacks few features I needed. But that is not the topic for…5 min read·Jun 6, 2021----
MrDataPsychoInterviews I Discontinued or Got Rejected as Data Scientist or AnalystNow when I am scrolling sometime on the LinkedIn it seems like it have gotten some other social media type virus. I can see people are…9 min read·Apr 5, 2021----
MrDataPsychoinThe StartupWriting My First Julia Package ProjectFlow.jl: Demo and ExperienceImagine yourself working as data analyst in a company. You get different king of ad-hoc analysis request every day. To resolve those…6 min read·Aug 20, 2020--1--1