Published inTowards 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…Jan 2, 2023Jan 2, 2023
Published inTowards 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.)…Nov 20, 20221Nov 20, 20221
Published inTowards 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…Nov 6, 20221Nov 6, 20221
Published inTowards 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…Aug 22, 2022Aug 22, 2022
Published inTowards 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…Jul 14, 20223Jul 14, 20223
How 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…Jun 5, 2022Jun 5, 2022
Beyond 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…Mar 20, 2022Mar 20, 2022
Trouble 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…Jun 6, 2021Jun 6, 2021
Interviews 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…Apr 5, 2021Apr 5, 2021
Published inThe 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…Aug 20, 20201Aug 20, 20201
