AI Explorations

AI, tech, and project case studies

Praval Deep Research – Local-First AI Research Assistant

11 min read

Building a privacy-focused research assistant with multi-agent architecture: architectural decisions, local-first design, and lessons learned from production deployment.

praval deep-research arxiv multi-agent local-first project-spotlight

Praval – Agentic AI Framework in Python

9 min read

Over the last several months, I have been building and developing Praval, a Pythonic agentic AI framework for multi-agent system development inspired by coral ecosystems.

praval multi-agent python ai framework project-spotlight

Problem Frontier Expansion: What the Age of AI Deserves

3 min read

Peripatetic wandering is not a phrase I would normally associate with work, and yet, as of the end of 2025, I do. The truth is that the work of the past isn't the work of today.

ai philosophy innovation future-of-work

Artificial Intelligence and Human Creativity

3 min read

Many interesting narratives populate the philosophical discourse around artificial intelligence, not the least of which is the potential of artificial intelligence to replace humans in different endeavors.

ai creativity philosophy human-intelligence

Kay-Gee-Go: AI-Powered Knowledge Graph Generator in Go

3 min read

I love it when side projects go off the rails in a good way. KayGeeGo started as an experiment in knowledge graph construction, and ended up as a full-featured, LLM-driven graph builder and explorer.

knowledge-graph golang neo4j llm project-spotlight

Rethinking Foundations: A Personal Return to the Geometry of Data

6 min read

The current frontier of AI is dominated by powerful deep learning systems, but revisiting foundational mathematics reveals insights we may have overlooked in our rush to build.

data-science mathematics machine-learning foundations geometry

A Year in AI: Reviewing 2024

5 min read

2024 wasn't just another year in AI—it was a year that redefined the rules. From small models to agentic workflows, here's what shaped the landscape.

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Welcome to My Blog

1 min read

Introducing my space for exploring ideas across AI, aviation, geopolitics, philosophy, and culture

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Sangraha: Building and Testing a Scalable Object Store Service

5 min read

Over the last weekend I built out a service called 'Sangraha' (which means 'collection' in Sanskrit), which supports a large throughput and relatively low latency of data operations.

distributed-systems docker minio rabbitmq microservices project-spotlight