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721189/README.md

Shiv | Systems Architect

Building the future of autonomous swarms.

๐Ÿ Current Work

SWARMOS โ€” Byzantine-resilient distributed consensus OS for autonomous swarms
Production-grade architecture

  1. CBBA-based decentralized task allocation 2.Byzantine-aware consensus validation and node isolation
  2. Failure injection and recovery mechanisms
  3. Stochastic communication/network modeling
  4. Deterministic experiment generation and reproducibility 6.Large-scale empirical benchmarking across thousands of trials
  5. Safety-constrained mission planning
  6. LLM-assisted mission generation using NVIDIA Nemotron
  7. Python + TypeScript distributed-systems architecture

github.com/721189/SWARMOS

AetherLab โ€” Environmental intelligence platform

1.FastAPI + Next.js + PostgreSQL architecture 2.Environmental data ingestion and provenance 3. AI-assisted analysis and evidence-grounded responses 4. Redis/Celery-based data infrastructure 5.Authentication, access control, observability and CI/CD 6.NASA, Copernicus and other environmental data sources
github.com/721189/AetherLab

Market Research Agent โ€” Autonomous research system

  1. Autonomous research workflows
  2. LLM-driven information extraction and synthesis
  3. Tool-based agent execution github.com/721189/Market-Research-Agent

Swarm Robotics โ€” Communication-Constrained Swarm Research

  1. TDMA-based communication models
  2. CBBA and decentralized task allocation
  3. Packet loss and communication constraints
  4. Fault-tolerant coordination
  5. Event-driven consensus
  6. Statistical evaluation and reproducible benchmarking
  7. Multi-agent simulation and 3D visualization

๐ŸŽ“ Background

  1. IIT Madras โ€”Undergraduate
  2. AWS Builder โ€” SBG IIT Madras
  3. Google Developer Program โ€” GEAR
  4. NVIDIA Developer Program
  5. BS Data Science & Applications | IIT Madras (2027)

๐Ÿข Ecosystem

  • AWS: Builder, SBG IIT Madras
  • Google: Developer Program, GEAR track, Agent Valley
  • NVIDIA: Developer Program

๐Ÿ’ก What I Focus On

  • Distributed consensus algorithms
  • Byzantine fault tolerance
  • LLM integration for autonomous systems
  • Production-grade reliability
  • Reproducible science

๐Ÿ”— Connect

๐Ÿ”— LinkedIn
๐Ÿ“ Substack


Committed to building systems that work under adversarial conditions.

Pinned Loading

  1. swarm-robotics swarm-robotics Public

    This project explores the intersection of robotics and distributed AI, focusing on how complex collective intelligence emerges from simple, local interactions. Inspired by biological systems like aโ€ฆ

    Python 4

  2. Market-Research-Agent Market-Research-Agent Public

    Multi-Agent Market Intelligence Engine โ€” An asynchronous CrewAI orchestration system that automates competitor pricing analysis, COGS estimation, and 90-day launch strategy generation. Powered by Gโ€ฆ

    Python 1

  3. AetherLab AetherLab Public

    AetherLab โ€” Production grade environmental intelligence platform that fuses satellite (Sentinel-5P, Sentinel-2), reanalysis (NASA POWER), weather (OpenWeather), and air quality (OpenAQ) into evidenโ€ฆ

    TypeScript 1

  4. SWARMOS SWARMOS Public

    Byzantine-resilient consensus OS for autonomous swarms. Production-grade distributed systems. AWS | Google | NVIDIA.

    TypeScript 1