Blogs
Here I journal my thoughts and findings during my journey in building
machine learning systems in both enterprise setting and at small scale
startups.
- 23 Apr 2024 » Information Trifecta
- 01 Feb 2024 » Service as Software
- 03 Jan 2024 » Subject: search lingo
- 13 Nov 2023 » Decoding LLM Pricing: The Cost of Input and Output Sequences in Generative AI
- 01 Sep 2023 » Data Leakage in WizardCoder: A LeetCode Reality Check
- 29 Mar 2023 » CUDA x WSL2
- 17 Mar 2023 » Prompt Engineering Guide
- 02 Oct 2022 » Notes from SIGIR 2022
- 01 Oct 2022 » Notes from ACM RecSys 2022
- 19 Nov 2021 » Notes on from EMNLP 2021
- 17 Sep 2021 » AWS Lambda: Keeping Functions Warm
- 15 Aug 2021 » AWS Sagemaker: Persist Custom Conda Environment
- 10 Aug 2021 » List All Columns in a Table in Redshift
- 09 Aug 2021 » Pandas fillna for Categorical Columns
- 04 Aug 2021 » Syncing Conda Environments with requirements.txt
- 25 Jun 2021 » XGBoost Hyperparameters Tuning
- 14 Jun 2021 » SageMaker: Automatically Stop Notebook and Studio Instances When Idle
- 04 Jun 2021 » Getting Months from a Date Range in Pandas
- 20 May 2021 » Tensorflow and Friends
- 14 May 2021 » Boruta Algorithm
- 30 Apr 2021 » Weight of Evidence and Information Value
- 16 Apr 2021 » Managing Multiple AWS and Git profiles
- 12 Apr 2021 » Feature Selection and Dimensionality Reduction
- 17 Nov 2020 » Evaluation of Clustering Algorithms for Information Retrieval
- 18 Feb 2020 » How Tik-Tok Wins The Social Media Recommendation System War
- 05 Feb 2020 » AWS CPU Instance Numpy Benchmarking Roundup
- 20 Dec 2019 » Serve Keras Model with Tensorflow Serving On AWS Sagemaker
- 18 Dec 2019 » Serve Keras Model with Tensorflow Serving
- 10 Nov 2019 » Pushing Docker Images to AWS Elastic Container Registery (ECR)
- 17 Jul 2019 » Tuning XGBoost Parameters
- 26 Jun 2019 » GDP Growth And Stock Market Return Correlates Less Than You Think