- 🤖 Run Advisory Service helping organizations in their AI (Artificial Intelligence) journey. More details here
- 🌱 Create free educational content about Python, Machine/Deep Learning, etc. and open-source it under 'TeachingDataScience' repository here.
- 👯 Counsel for Mid-career transition to Data Science. My own transition is here and here is my TEDX talk on this topic. General Learning Path for such transition is here.
- 💬 Run office hours for any technical or career coaching queries, on Saturdays 2 to 5 pm (India time). Feel free to send email for appointment to my firstnamelastname at yahoo dot com . More details here and here
- 📫 Post on LinkedIn regarding AI-ML and allied topics. I would be very happy if you follow me there. 😊
- ⚡ Publish my blogs-stories on Medium as well. Feel free to follow me here.
Graphs are everywhere—social networks, molecular structures, geometric shapes, and more. But what happens when we take graphs a step further? Knowledge Graphs bring us even closer to modeling reality, unlocking new AI possibilities. 🚀
Here's what I'm currently exploring in this space:
- ✅ Graph RAG (Retrieval Augmented Generation) – Retrieving relational contexts beyond similarity, building a chatbot on Indic wisdom.
- ✅ Graph Neural Networks (GNNs) – Developing invariant representations for tasks like dimensionality reduction - MidcurveNN
- ✅ Graph-based Agents – Automating workflows with intelligent agents, potential MicroSaaS idea 💡, that's here
Thank you 🙏