PERSONAL PROJECTS:
J.A.R.V.I.S - PERSONAL ASSISTANT
A playful yet practical side project where the AI acts as a personal assistant, interacting seamlessly with the user.
The feature uses the OpenAI's API to integrate GPT-4 model and LangChain framework to orchestrate the conversation.
Built a web server with Python Flask framework to handle requests and manage the assistant’s logic.
The UI elements are designed using the DALL-E text to image model and implemented with HTML.
Also created the IOS app out of the Python Flask.
SwiftUI was used to write the front end elements.
I built this iOS app to demonstrate how vibe coding with AI can redefine what’s possible for PMs.
Bank Customer Churn Analysis
Model performance for predicting the churn (dependent variable) on the basis of independent variables like 'EstimatedSalary','CreditScore','Age','Tenure','Balance'
Feature cofficients to identify the relative influence of the independent variables on the model's decision making. Negative feature coefficients like 'Tenure' and 'CreditScore' decreases the probability of customer exiting; meaning the customer with higher of these feature is less likely to exit.