R&D Architecture Hub

Domain Technical Insights

Explore operational use cases, technical stacks, and system architecture blueprints actively being engineered across our core business and research domains.

1. Research & Innovation PETs & Cryptography
Featured Technical Blueprint

ZK-Shield: Zero-Knowledge Proof Authentication Framework

Architecture & Benchmarking

A non-interactive zero-knowledge authentication system allowing web applications and API nodes to verify user identities and credential signatures without exposing raw keys, passwords, or personal metadata over public network channels.

Technical Implementation Stack
Circom zk-SNARKs Rust WebAssembly (WASM)
Edge Machine Learning

DP-FedEngine: Differential Privacy for Edge AI

Prototyping Phase

A federated learning framework engineered to inject calibrated Gaussian noise (DP-SGD) into localized neural network model updates prior to aggregating parameters on central servers, defending against gradient-reversal attacks.

Technical Implementation Stack
PyTorch TensorFlow Federated OpenDP
Homomorphic Computation

HomoSearch: Encrypted Vector Search Engine

R&D Documentation

A fully homomorphic encryption engine capable of executing complex cosine similarity queries over high-dimensional vector embeddings directly within encrypted databases without decrypting records at any point during execution.

Technical Implementation Stack
Microsoft SEAL Paillier Cryptosystem C++20 Python API
2. On Field Expertise eGovernance & Infrastructure
Logistics · New

DockHarbor: Dock Appointment Spillover Management

Open Source · Live Demo

Books truck appointments against real dock capacity, detects overlapping reservations, offers the earliest alternative slots or a priority-aware waiting list when docks are full, and promotes waiting trucks automatically when capacity frees up. A concurrency test fires six simultaneous bookings for one dock and asserts exactly one is confirmed.

Technical Implementation Stack
Spring Boot 3.3 Spring Cloud Gateway Eureka React 18 Docker Compose JUnit 5
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Citizen Services · DPDP Act 2023

CGRP: Citizen Grievance Redressal Portal

Submitted to Government

A bilingual (English / Hindi) single window where citizens register, track and resolve civic grievances. Structured grievance IDs encode organisation, department, category and filing date; officers work a searchable, sortable queue; a standalone REST API with signed webhooks lets department systems submit grievances and push status changes. The draft has been handed over to the department, whose API integration is in progress.

Technical Implementation Stack
HTML5 / CSS3 Vanilla JavaScript Node.js + Express OpenAPI 3.0 HMAC-signed Webhooks
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Digital Health · New

CareLoop: Service-Oriented Care Continuity Network

Open Source · Live Demo

Follows the patient from symptoms to recovery across many hospitals and pharmacies: explainable triage, CareMatch ranking, conflict-checked booking with a live token queue, consented records on a hash-chained ledger, pharmacy price comparison, adherence reminders and a Trust Score from verified feedback. An API gateway fronts nine independent microservices.

Technical Implementation Stack
Node.js Express API Gateway 9 Microservices JWT Event Bus
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Public Infrastructure

GovScale-Core: Multi-Tiered eGov Scaling Engine

Field Deployment Blueprint

An enterprise distribution blueprint for scaling state-level digital service portals across regional field offices, featuring offline data synchronization and fail-safe local caching algorithms.

Technical Implementation Stack
Kubernetes PostgreSQL HA Go gRPC
Ground Workforce Ops

FieldPulse-Ops: Real-Time Field Telemetry & Workflow Tracking

Pilot Testing

A low-bandwidth task allocation engine designed for field operations teams deploying eGovernance services across rural infrastructure with verified cryptographic timestamping.

Technical Implementation Stack
React Native SQLite Sync Node.js
Data Interoperability

PublicData-Interop: Sovereign Inter-Agency Exchange

Specification Draft

Unified data exchange protocols allowing separate government departments to securely query cross-institutional registries using standardized RESTful schemas and granular ACLs.

Technical Implementation Stack
OpenAPI 3.0 OAuth2 / OIDC Apache Kafka
3. Data Privacy & Cybersecurity Compliance & Zero-Trust
Data Residency · Flagship

Sovereignty Engine: Data Residency Tracking & Proof

Released v2.0 (Windows .exe)

Tags each record set, payload or file chunk with a unique ID, traces every hop between 100+ cloud and state data centres, classifies it as intra-state, cross-state or cross-border, and checks it against DPDP, GDPR, PDPA or custom state-level policies. Enforce mode blocks out-of-jurisdiction transfers; a SHA-256 hash-chained audit log proves where data has been. A live-network view maps this computer's real connections to cloud regions.

Technical Implementation Stack
Go Server-Sent Events SVG / Natural Earth SHA-256 Hash Chain PBKDF2 REST API
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Browser Security · New

Phalanx 2.0: DOM Integrity & Threat Monitor

Open Source

Builds on the A.R.G.U.S DOM-interceptor concept: a browser extension scores websites before they load, inspects downloads and watches pages for injected login forms, scripts, hidden frames and clickjacking overlays. A native desktop command centre shows live threats, history and a site scanner; the extension and engine talk only over 127.0.0.1, so nothing leaves the machine.

Technical Implementation Stack
Go Browser Extension DOM Mutation Analysis Local REST API Desktop App
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Network Architecture

ZeroTrust-Mesh: Microsegmentation & Continuous Auth

Implementation Active

A software-defined perimeter architecture enforcing identity-aware microsegmentation and continuous dynamic risk scoring for cloud microservices.

Technical Implementation Stack
eBPF Envoy Proxy SPIFFE/SPIRE Rust
Automated Compliance

PrivAudit-Suite: Continuous Data Lineage & PII Scanner

Testing Phase

An automated data-at-rest discovery agent that maps PII flow across distributed relational and non-relational storage clusters to enforce GDPR and DPDP compliance.

Technical Implementation Stack
Python Apache Spark Regex Engine Elasticsearch
Confidential Computing

EnclaveGuard: Hardware Enclave Computation Orchestrator

R&D Phase

A container deployment agent that provisions sensitive payloads directly into hardware-isolated Trusted Execution Environments (TEEs) like Intel SGX and AWS Nitro Enclaves.

Technical Implementation Stack
Intel SGX SDK Gramine Docker
4. Vision Studio Computer Vision & Spatial AI
Edge Analytics

OmniVision-Core: Real-Time Multi-Object Tracking Engine

Optimization Phase

A ultra-low latency computer vision pipeline capable of detecting, tracking, and classifying thousands of concurrent spatial objects on resource-constrained edge hardware.

Technical Implementation Stack
YOLOv8 TensorRT C++ OpenCV
Computer Vision · Education

Daedalus: Gesture & Face Vision for Robots

Open Source

A desktop learning lab where three robots teach path planning, computer vision and maze algorithms: program Argus with command cards, drive it with hand gestures, let Echo read your face, and race Theseus through generated mazes. All vision runs offline with bundled MediaPipe models; no image is uploaded or saved.

Technical Implementation Stack
MediaPipe Hand Gesture Tracking Face Landmarks Electron
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3D Reconstruction

SpatialAI-Mapper: Neural Radiance Field (NeRF) Generator

Prototyping Phase

Generates photorealistic 3D spatial environments from sparse 2D video telemetry, enabling automated asset generation for industrial modeling and simulations.

Technical Implementation Stack
Instant-NGP CUDA PyTorch
Dataset Generation

SyntheticVision-Gen: Automated Vision Training Data Pipeline

Specification Draft

A procedural synthetic image generator built to render diverse edge-case training images with auto-generated bounding boxes and semantic segmentation masks.

Technical Implementation Stack
Blender Python API Unreal Engine 5 Python
5. Gaming Innovations Game Tech & Simulation
Robotics Learning · New

Daedalus: Robot Vision Lab

Open Source

A desktop learning lab where three robots teach path planning, computer vision and maze algorithms: program Argus with command cards, drive it with hand gestures, let Echo read your face, and race Theseus through generated mazes. All vision runs offline with bundled MediaPipe models; no image is uploaded or saved.

Technical Implementation Stack
Electron MediaPipe Computer Vision Path Planning Maze Algorithms
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Anti-Cheat Architecture

AegisEngine: Zero-Latency Cryptographic Anti-Cheat System

Active Benchmarking

A kernel-level state verification system using cryptographic memory hashing and behavioral telemetry analysis to detect memory injection and auto-aim bots in competitive multiplayer titles.

Technical Implementation Stack
C++20 Kernel Drivers eBPF WebSockets
World Generation

ProceduralRealm: AI-Driven Infinite World Generator

Prototyping Phase

A GPU-accelerated procedural terrain and ecosystem engine that synthesizes seamless infinite game worlds using node-based noise graphs and GPU compute shaders.

Technical Implementation Stack
HLSL / Compute Shaders Unreal Engine 5 C++
Behavioral AI

NeuroPlay-SDK: Dynamic NPC Behavioral Adaptability Framework

R&D Phase

An agent-based reinforcement learning framework allowing non-player characters (NPCs) to adapt combat strategies dynamically to player skill levels without scripted behaviors.

Technical Implementation Stack
Unity ML-Agents PyTorch ONNX Runtime
Audio & Immersion

SpatialSound-3D: Real-Time Acoustic Tracing & Haptic Engine

Specification Draft

Simulates dynamic sound occlusion, reverberation, and room acoustics by casting directional audio rays through 3D world geometry to compute real-time binaural spatial audio.

Technical Implementation Stack
FMOD Steam Audio C++
6. Consultation Services Civil & Infrastructure
Project Lifecycle

End-to-End Infrastructure Project Consulting

Service Offering

Integrated civil engineering and infrastructure project consulting from project conceptualization and scope definition through DPR preparation, planning, design coordination, procurement, construction, commissioning and project closure.

Technical Implementation Stack
Feasibility & DPR Design Management Procurement Construction Management Commissioning
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