ASTRA-04: Signal stable · Formation delta active SIGINT-01: Spectrum sweep 2.4–5.8GHz complete EMITTER-02: Weak contact · CEP 18m · Refining MEDGPT-SRV: Clinical DB sync · 99.7% uptime OPENCLAW-A1: Task complete · Memory persisted HONEYPOT-03: Probe detected · Profiling initiated SAM-CORE: Autonomous code review completed · Vibe coding active CHIP-DEV: Power draw 4.2W · Within envelope AIROS-01: Sensor fusion nominal · 6DOF locked C2-NODE-07: Link degraded · Rerouting via mesh ISR-FUSE: 3 sources merged · Confidence 0.91 EDGE-NODE: GPU load 45% · Latency 12ms TWINSPACE: Sim epoch 2847 complete · Loss 0.003 HELI-GLIDE: Autorotation model calibrated FREEZER-02: Temp spike +1.2°C · Compensating
ASTRA-04: Signal stable · Formation delta active SIGINT-01: Spectrum sweep 2.4–5.8GHz complete EMITTER-02: Weak contact · CEP 18m · Refining MEDGPT-SRV: Clinical DB sync · 99.7% uptime OPENCLAW-A1: Task complete · Memory persisted HONEYPOT-03: Probe detected · Profiling initiated SAM-CORE: Autonomous code review completed · Vibe coding active CHIP-DEV: Power draw 4.2W · Within envelope AIROS-01: Sensor fusion nominal · 6DOF locked C2-NODE-07: Link degraded · Rerouting via mesh ISR-FUSE: 3 sources merged · Confidence 0.91 EDGE-NODE: GPU load 45% · Latency 12ms TWINSPACE: Sim epoch 2847 complete · Loss 0.003 HELI-GLIDE: Autorotation model calibrated FREEZER-02: Temp spike +1.2°C · Compensating
Hyderabad, India  ·  Est. 2026

Buildingthe
IntelligenceLayer
oftheRealWorld.

Architecting decentralized autonomy for contested domains. We design and deploy multi-agent drone swarms, real-time command-and-control mesh networks, and custom neuromorphic silicon to power next-generation operational intelligence.

Decentralized Swarm Intelligence
Multi-Agent Reinforcement Learning
Hardware-in-the-Loop Edge Inference
Post-Quantum Cryptographic C2 Mesh
Frontier Neuromorphic Processing
36×
Swarm Nodes
14
Active Projects
12ms
Mesh Latency
4.2W
Per-Node Draw
The Architecture Team

Founders

Three builders, three layers. Together they cover every dimension of autonomous intelligence — from silicon to swarm to insight.

The Execution Layer
Vishwas Tiwari
Co-Founder · AI Systems Architect
"AI that DOES, not just AI that responds."
Specialty: Autonomous AI Agents, Edge AI deployment, Defense Simulation, and Real-world AI Autonomy.
The Intelligence Layer
Shardul Pande
Co-Founder · AI & Data Systems Engineer
"Answering not just what, but why."
Specialty: RAG Architectures, Machine Learning Pipelines, Decision-grade outputs, and Interpretable AI.
The Embedded Layer
Raj Goel
Co-Founder · Embedded Systems & Robotics
"Bringing intelligence into physical systems."
Specialty: ROS2, Real-time Sensor Interfacing, Edge Computing, and Robotics Middleware.
The VC Directory Matrix

Project Board

Hover any project for the full technical matrix. Fourteen active projects across defense intelligence, AI systems, frontier hardware, and systems platforms.

Project ASTRA
ASTRA
PROJ-001
Project ASTRA
A heterogeneous drone swarm system utilizing MARL for coordinated autonomous operations. ASTRA nodes communicate via encrypted mesh, executing dynamic formations with emergent behavior.
MARLSwarm AIUAV
PROJ-001 // ASTRA
Project ASTRA
Status
Active Development
Nodes
12–48 Units
Protocol
Encrypted Mesh
Layer
Execution
STATUS: Active Development
UAV SIGINT Platform
SIGINT
PROJ-002
UAV SIGINT Platform
Airborne signals intelligence gathering platform integrating passive RF collection, spectrum analysis, and real-time signal classification for persistent ISR missions.
SIGINTRFISR
PROJ-002 // SIGINT
UAV SIGINT Platform
Range
Extended Loiter
Collection
Passive RF
Analysis
Real-time
Layer
Execution + Intel
STATUS: ACTIVE
MedGPT
MEDGPT
PROJ-004
MedGPT
Specialized medical intelligence on fine-tuned LLMs with RAG over clinical databases. Provides decision-grade diagnostic support with full source attribution.
Medical AIRAGLLM
PROJ-004 // MEDGPT
MedGPT
Base
Fine-tuned LLM
Knowledge
Clinical DB RAG
Output
Decision-grade
Layer
Intelligence
STATUS: ACTIVE
[INITIATE LIVE DEMO]
HONEYPOT
PROJ-006
AI Honeypot
Intelligent deception system deploying AI-driven honeypots to attract and profile threat actors, extracting adversary TTPs.
CybersecurityDeceptionTTP
PROJ-006 // HONEYPOT
AI Honeypot
Type
Adaptive Deception
TTP
Extraction
AI Engine
Behavioral
Layer
Intelligence
STATUS: ACTIVE
[INITIATE LIVE DEMO]
SAM AI Assistant
SAM
PROJ-022
SAM AI Assistant
A bespoke 40MB edge inference ecosystem. Fully decentralized with zero baseline cloud dependency. Synergized SLM throughput with SSH-tunneled infrastructure for autonomous code reviews, dynamically pivoting to cloud-augmented decisioning for heavy-compute workflows.
AI AssistantEdge AISLM
PROJ-022 // SAM
SAM AI Assistant
Model
40MB SLM
Setup
Decentralized Edge
Fallback
Cloud-augmented
Layer
Intelligence
STATUS: ACTIVE
Smart Portable Freezer
FREEZER
PROJ-008
Smart Portable Freezer
Intelligent portable refrigeration with predictive thermal management and autonomous power optimization for medical logistics and field operations.
IoTCold ChainMedical
PROJ-008 // FREEZER
Smart Portable Freezer
Control
AI Thermal Mgmt
Connectivity
LoRa + BLE
Power
Solar + Battery
Layer
Embedded + Intel
STATUS: ACTIVE
Air OS
AIROS
PROJ-010
Air OS
Full-stack OS for autonomous aerial vehicles. Abstracts hardware complexity with deterministic real-time scheduling, sensor fusion, and mission planning.
OSRTOSUAV
PROJ-010 // AIROS
Air OS
Core
RTOS + Linux
Fusion
Multi-sensor
Planning
Autonomous
Layer
All Layers
STATUS: ACTIVE
TwinSpace
TWINSPACE
PROJ-014
TwinSpace
High-fidelity digital twin environment for testing autonomous systems. Physics-accurate models, synthetic sensor data, and adversarial scenario generation.
Digital TwinSimulationRL
PROJ-014 // TWINSPACE
TwinSpace
Fidelity
Physics-accurate
Sensors
Synthetic + Real
Training
RL + MARL
Layer
All Layers
STATUS: ACTIVE
[INITIATE LIVE DEMO]
Minar E-commerce
MINAR
PROJ-015
Minar E-commerce
Fully deployed e-commerce platform demonstrating our ability to ship production-ready, highly scalable web applications and systems infrastructure.
E-commerceFullstackWeb Architecture
PROJ-015 // MINAR
Minar E-commerce
Status
Live
Architecture
Next.js + Vercel
Traffic
Production
Layer
Systems
STATUS: Live
[INITIATE LIVE DEMO]
Awaas Direct
AWAAS
PROJ-016
Awaas Direct
Live deployment of Awaas Direct, showcasing robust data handling, user authentication, and seamless UI/UX in a production environment.
Real EstatePlatformWeb
PROJ-016 // AWAAS
Awaas Direct
Status
Live
Platform
Web Application
Scaling
Auto-scaling
Layer
Systems
STATUS: Live
[INITIATE LIVE DEMO]
Smart Sewage System
SMART-SEWAGE
PROJ-017
Smart Sewage System
Live dashboard and management interface for the Smart Sewage System, processing real-time telemetry and state data for infrastructure monitoring.
IoTDashboardTelemetry
PROJ-017 // SMART-SEWAGE
Smart Sewage System
Status
Live
Focus
IoT Telemetry
Interface
Dashboard
Layer
Systems
STATUS: Live
[INITIATE LIVE DEMO]
Learnmate
LEARNMATE
PROJ-018
Learnmate
A next-generation learning platform deployment. Integrates interactive user flows and robust backend capabilities for educational content delivery.
EdTechPlatformEducation
PROJ-018 // LEARNMATE
Learnmate
Status
Live
Domain
EdTech
Features
Interactive UI
Layer
Intelligence
STATUS: Live
[INITIATE LIVE DEMO]
FundRadar
FUNDRADAR
PROJ-019
FundRadar
A deployed intelligence tool for tracking and analyzing funding data, demonstrating our capability in building data-heavy fintech dashboards.
FintechAnalyticsDashboard
PROJ-019 // FUNDRADAR
FundRadar
Status
Live
Focus
Fintech Analytics
Data
Real-time
Layer
Intelligence
STATUS: Live
[INITIATE LIVE DEMO]
BHARATMAPS
DRDODare to Dream Winner
PROJ-020
BharatMaps Citation
An offline-first emergency communication and navigation platform that enables secure messaging, verified alerts, and safe routing even during internet blackouts.
DRDOOffline NavigationEmergency Comms
PROJ-020 // BHARATMAPS
BharatMaps Citation
Status
Live
Focus
Offline Comms
Interface
Web/Mobile
Layer
Execution
STATUS: Live
AGRISWARM
PROJ-021
Agri Swarm System
Advanced simulation of an agricultural swarm system featuring coordinated operations between ground rovers and aerial swarm drones for precision agriculture.
Swarm AIAgricultureSimulation
PROJ-021 // AGRISWARM
Agri Swarm System
Status
Simulation
Focus
Precision Agri
Platforms
Rover + UAVs
Layer
Systems
STATUS: Simulation
System Architecture

Core Capabilities

Autonomous Swarm Control01A.I.Multi-agent reinforcement learning (MARL) for decentralized coordination of heterogeneous UAV and UGV fleets in GPS-denied environments.
Neuromorphic Edge Inference02H.W.Custom silicon design for ultra-low-power spiking neural networks, enabling complex decision-making on battery-constrained tactical nodes.
Resilient C2 Mesh Networks03N.W.Post-quantum encrypted, delay-tolerant networking algorithms that maintain command integrity across dynamically shifting operational topologies.