reinkarnation.space

Bhanu Pratap

space is the ultimate frontier.

I have a belief that the most exciting work happens at the intersection of deep technical challenges and big-picture curiosity. This is my personal space to share ideas, experiments, and stories from that intersection.

Professional Career

2026 - Present

Izoologic logo

Associate Team Lead | Izoologic

  • Led technical direction for AI-security and platform engineering initiatives.
  • Drove architecture decisions for scalability, reliability, and faster delivery.
  • Mentored engineers and improved execution quality across critical projects.

Dec 2023 - 2026

Izoologic logo

Software Development Engineer - 2 | Izoologic

  • Built and scaled distributed scanning and security automation systems.
  • Modernized legacy services into maintainable microservice-based architecture.
  • Improved platform efficiency and reduced operational overhead.

Nov 2022 - Dec 2023

Izoologic logo

Software Development Engineer - 1 | Izoologic

  • Developed data and automation pipelines for intelligence collection and processing.
  • Improved ETL and indexing workflows for better throughput and system stability.
  • Automated alerting and operational pipelines to speed up response cycles.

2026 - Present

AiPolitika logo

Independent AI Product Builds

  • Built and launched (2026) AIPolitika.com, a live sentiment and voting platform powered by LLM-based agents.
  • Developed AI voice-agent systems for Home Assistant with feedback-driven automation and adaptive workflow control.
  • Created open-source projects including Agent of Things protocol (Python) and Raven (Golang wrapper over Nuclei SDK).

How I Think And Build

My default approach is first principles thinking.

Step 1

Deconstruction

I break complex problems into their most fundamental elements.

Step 2

Questioning Assumptions

I challenge existing knowledge, conventions, and so-called best practices before accepting them.

Step 3

Reconstruction

I build a new solution from the ground up based on the core truths identified.

Difference

First Principles Vs Analogy

Reasoning by analogy copies what others are doing, like a cover band. First principles create original solutions from basic building blocks, like composing an original song from notes.

49 public repositories across product systems and AI experiments

303 solved LeetCode problems with strong medium-hard depth

Core stack: ML systems, Data Science, Automation, Backend and Architecture-led builds

More About Me

Less talk, more practice. I explore widely and build relentlessly.

Passion

Astronomy

I share space-focused content on tech_on_air.

People

Public Ideas And Narratives

I explore people, politics, and social ideas through aipolitika.com.

Practice

Open Source

I build in public and keep shipping experiments on GitHub.

Domains

Finance, Economy, Entrepreneurship

I actively study markets, economic systems, and startup execution to sharpen product judgment.

Identity

Multi-Domain Builder

I have tried and shipped many types of products across AI, backend systems, tools, and workflow platforms.

Things I Built Along The Way

AiPolitika.com

A platform where I explore people, politics, and public narratives through an AI-informed lens.

View Project

TechOnAir

My astronomy and space-focused channel where I share curiosity-driven content and big-picture thinking.

View Project

Floater-Space-Debris-Tracker

Space-debris tracking concept exploring orbital data, risk awareness, and interactive visualization around Earth orbit assets.

View Project

Explore all projects on GitHub

Writing

I write to think out loud. These posts are notes from experiments, reflections from failures, and ideas that are still under construction.

Open blog index

Unconventional Fun