PinnedShruti Misra·Jul 13, 2023Interpretable AI: Decision TreesIn my previous posts, I addressed interpretability when it comes to linear and logistic regression. Both of these models are fairly…
PinnedShruti Misra·Jul 23, 2025From Demos to Deployment: Why Evaluation Matters for GenAI SystemsWhether you’re tuning a model or refining a process, measurement is the compass that guides improvement. But when it comes to evaluating…
PinnedShruti Misra·Jun 6, 2023Interpretable AI: Linear RegressionLinear regression is one of the simplest predictive methods in AI/ML. The model predicts the output as a weighted sum of the inputs. The…
Shruti Misra·Jul 20What does it mean to be a developer in the AI era?A colleague once told me that back in the “old days,” what differentiated a good developer was their ability to produce high-quality…
Shruti Misra·Sep 22, 2025This Spooky Season 👻: Building a Snowflake MCP Server for Horror Movie Night in 5 StepsIt’s officially spooky season, and I’m here for it. Every October, I usually scroll endlessly through streaming apps to curate my horror…
Shruti Misra·Nov 9, 2023When A/B Testing Doesn’t Work…Part IIIn my previous post, I talked about difference-in-difference techniques for significance testing when A/B testing does not work…
Shruti Misra·Oct 10, 2023When A/B Testing Doesn’t Work…As I dove into understanding A/B testing to determine the impact of a product or business change, I always had one question in mind:
Shruti Misra·Aug 31, 2023Fun Project Alert! IoT Mood Light!A couple of years ago for Christmas, I asked my family for a little DIY mood light from Adafruit. I wanted to connect this light to a very…
Shruti Misra·Jun 15, 2023Interpretable AI: Logistic RegressionIn my previous post, I went over how to interpret Linear Regression models. However, linear regression models don’t work well for…
Shruti Misra·Jun 6, 2023Introduction to Interpretable AIInterpretable AI is AI for which humans can understand the reasoning behind why a particular model made a prediction. There is no real…
