Archive - Aishi’s Substack

Product Discovery Experiments for a few financial services use cases

Product Discovery using Vibe Coding (Replit) for AI Regulatory Monitoring Dashboard

Jun 30 •

Aishi Mahapatra

May 2025

AI Agent for Customer Service Automation

As part of my Capstone Project for my Masters in AI & ML, I built an AI Agent trained on Twitter Customer Support dataset as the knowledge base.

May 4 •

Aishi Mahapatra

August 2024

Continuing my weekend AI experiments with solving last minute childcare needs

Over the weekend, I built a simple proof of concept program in Python using k nearest neighbor classifier to recommend last minute baby sitters based on…

Aug 31, 2024 •

Aishi Mahapatra

July 2024

Building a RAG chatbot for companies to complement the power of LLMs with their proprietary data

Many companies have a lot of proprietary data and are looking at ways to leverage that data using AI.

Jul 28, 2024 •

Aishi Mahapatra

Explaining LLMs to a non-Techie

Jul 26, 2024 •

Aishi Mahapatra

February 2024

Weekend experiment - Built a custom GPT for a real life use case

I firmly believe in leveraging technology to solve real life problems.

Feb 17, 2024 •

Aishi Mahapatra

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