Market Peer Comparison — Data Storytelling using Claude
An interactive data story exploring peer comparison analysis with compelling visualizations that turn numbers into narratives.
02Markets Structure Analysis using Claude
A deep-dive analysis into market trends and dynamics, presented as an interactive data story with rich visualizations.
03Building a Data Agent
An interactive learning experience on building AI-powered data agents that can analyze, query, and reason over datasets autonomously.
04Automating Comic Book Creation with CrewAI Agents
Using three specialized CrewAI agents — Script Writer, Visual Artist, and Synthesizer — to transform narratives into engaging comic books with minimal human intervention.
05RAG Systems with Vision Language Models
Revolutionizing document understanding by using Vision Language Models and ColPali to chat with complex documents containing charts, tables, and infographics.
06Collaborative AI Agent Framework for Automated EDA
Leveraging CrewAI with Business Consultant and Data Scientist agents to automate exploratory data analysis and generate comprehensive EDA reports.
07Fine-tuning OpenAI Models — Part 3: Model Evaluation
The final part of the cricket commentary series, evaluating the fine-tuned model’s performance and its ability to generalize on unseen commentary data.
08Fine-tuning OpenAI Models — Part 2: Model Training
Training a fine-tuned GPT-4o mini model to extract structured JSON data from cricket commentaries — bowler, batsman, runs, shot types, and more.
09Fine-tuning OpenAI Models — Part 1: Data Generation
From commentary to clarity — creating diverse and representative datasets of cricket commentaries paired with structured information for LLM fine-tuning.
10Harnessing LLMs for Automated Timeline Generation
Leveraging LLMs, Wikipedia, and Python libraries like Pydantic and LangChain to automatically generate interactive timeline dashboards from any topic.
11AI-Powered Document Summarization
A smart summarization tool powered by GPT-4 and Claude that automatically creates topical sections, generates summaries, and provides extended insights from documents.
12Zero Tax 2025 — An AI Story
An AI-generated interactive story exploring the implications and scenarios around zero income tax policy changes in 2025.
13AI Datacenter — An AI Story
An AI-generated interactive story delving into the world of AI datacenters, their infrastructure, energy demands, and impact on the tech landscape.