Raman Marozau

CTO & Founder of Target Insight Function

Principal Engineering Architect

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Build

Systems That Hold

Platforms, protocols, and production tooling — grouped by product ownership, not engineering function.

0

Platforms Shipped

With dedicated domains

0

Production Packages

npm · PyPI

0

Protocols & Frameworks

ACP · MCP · SSR

0 / 0

Active / Total

Maintained

Available for architecture & platform consulting

Contact Raman
npm
PyPI
GitHub
Web
PLATFORM

stdio Bus Protocol & Tooling

stdiobus.com
Visit Website →

Deterministic C kernel, agent transport, ACP/MCP protocol bridges.

stdio_bus

GitHub

Deterministic C kernel providing transport-level routing for ACP/MCP-style agent protocols. The core runtime behind the stdio Bus ecosystem.

c
runtime
deterministic
Open
Active

@stdiobus/workers-registry

npm

Worker implementations for stdio Bus kernel — ACP, MCP, and protocol bridges.

stdiobus
workers
acp
Active
Specification

Normative protocol specification with RFC 2119 requirements.

Getting Started

Build instructions, configuration, and minimal examples.

Downloads

Source repository, versioning, and release information.

@stdiobus/node

npm

Native Node.js binding for stdio_bus — AI agent transport layer. No external binary required.

stdiobus
node
native
Active

acp-chat

npm

ACP Chat — agent-to-agent dialogue over TCP/Unix socket using the ACP protocol.

acp
agent
chat
Active

stdiobus

PyPI

Python SDK for stdio_bus — async/sync API, Docker and native FFI backends, cross-platform AI agent transport layer.

python
sdk
stdiobus
Active
PLATFORM

Runtime Web Platform

runtimeweb.com

Unified TypeScript runtime platform for backend, infrastructure, and web delivery across local and AWS environments.

@worktif/runtime

npm

TypeScript-first framework for building backend, infrastructure, and frontend in a single codebase — context-aware execution, type-safe DI, and native AWS integration.

runtime
ssr
lambda
Active
Unified Codebase

Backend, infrastructure, and frontend in a single TypeScript project — one repo, one build, full type safety.

Context-Aware Execution

Same code adapts to web, Lambda, and local development contexts automatically.

Type-Safe DI

Compile-time dependency injection with automatic service resolution — no runtime wiring errors.

AWS-Native Integration

First-class APIs for Lambda, API Gateway, DynamoDB, and S3 with zero-config deployment.

Real-world @worktif/runtime handler — AI chat with memory and vector search on AWS.

npx @worktif/runtime init --template ai-chat

typescript
import type { LambdaDefinition, LambdaEvent } from '@worktif/runtime';
 
/** AI chat microservice with memory + vector search on AWS **/
export const chatHandler: LambdaDefinition<ChatTies> = {
ties: { ai: Bedrock, memory: DynamoDB, search: OpenSearch },
 
http: { method: 'POST', path: '/chat' },
 
handle: async ({ body, ties }: LambdaEvent<ChatTies>) => {
const history = await ties.memory.get(body.sessionId);
const relevant = await ties.search.knn(body.message, 5);
 
const reply = await ties.ai.invoke({ message: body.message, history, relevant });
 
await ties.memory.append(body.sessionId, { user: body.message, assistant: reply });
return reply;
},
};
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PLATFORM

Lambda Kata Platform

lambdakata.com

AWS Lambda runtime layer, CDK integration, and tamper-resistant licensing.

lambda-kata

npm

Built specifically for AWS Lambda — operates entirely within your AWS accounts as a runtime layer for Node.js functions.

lambda
runtime
node
Active
Predictable Latency

Stable response times by minimizing cold-start variance in Node.js Lambda workloads.

Runtime Layer

Runs as a native Lambda runtime layer, improving execution consistency without app rewrites.

CDK Integration

Integrates directly with AWS CDK for repeatable setup, versioning, and deployment workflows.

No Warmup Hacks

Upgrades the runtime under existing Node.js Lambdas — same APIs, domains, and infrastructure.

@lambda-kata/cdk

npm

AWS CDK integration for Lambda Kata — Node.js Lambdas running via Lambda Kata runtime.

aws
cdk
lambda
Active

@lambda-kata/licensing

npm

Tamper-resistant native licensing validator for Lambda Kata Integration.

licensing
security
lambda
Active
PLATFORM

Cloud & Infrastructure

worktif.com

AWS infrastructure toolkits and the Target Insight Function platform.

Target Insight Function

Web

Full-stack engineering platform — the foundation for AI infrastructure, quantum algorithm research, and real-time system performance.

platform
ai
infrastructure
Active
Critical Scope

Each engagement targets clearly defined high-impact systems — stabilize what matters most before scaling further.

Concrete Delivery

Pull requests, infra changes, and technical notes — not abstract recommendations.

Fragile Flows

Release-critical Lambda logic accumulates edge cases and becomes too risky to modify.

Release Confidence

Standardized runtime and infrastructure patterns reduce deployment risk and improve day-to-day operability.

PLATFORM

UI & Frontend Libraries

Material UI theme providers, component libraries, and design systems.

@worktif/purei

npm

Material UI Theme Provider and Customization Suite for React applications with dark mode support and dynamic color schemes.

react
mui
theme
Active
PLATFORM

Developer Tooling

CLI automation, versioning, prompt engineering, and AI chat templates.

@worktif/utils

npm

TypeScript utilities library providing dependency injection, logging, exception handling, and Zod validation tools with AWS Lambda integration.

typescript
di
logging
Active

@worktif/unix

npm

TypeScript-based Unix shell automation library for command-line operations, scripting, and terminal management with comprehensive CLI integration.

unix
shell
automation
Active

@worktif/purews

npm

TypeScript-based AWS infrastructure toolkit: DynamoDB integration, AppSync support, SES functionality, GraphQL capabilities with audit logging and AWS Signature V4 authentication.

aws
dynamodb
graphql
Active

Versionings

Web

Versioning automation management tool implementing semantic versioning workflows.

versioning
semver
automation
Active

ai-chat-application

GitHub

AI chat application template — a starter for building agent-powered conversational interfaces.

ai
chat
template
Experimental

prompts

GitHub

Repository for basic and extensive prompt engineering including prompts, data, descriptions, specifications, and more.

prompt-engineering
ai
specifications
Active
PLATFORM

Research & Governance

AI data governance frameworks and licensing innovation.

toe-decoherence-validation

GitHub

Foundational research repository for decoherence-driven validation work toward a unified Theory of Everything hypothesis.

physics
theory-of-everything
decoherence
Research

matter_framework

GitHub

Self-Instantiated Stress–Energy: A Predictive Framework for Matter and Metric in Closed-System Cosmology. Code-backed research.

cosmology
physics
python
Research

purem

PyPI

High-performance computational library for vectorized mathematical operations — up to 429× faster softmax, exp, and element-wise transforms via optimized assembly on x86-64, ARM64, and Apple Silicon.

ai
compute
acceleration
Active
PyPI v3.0.6

llm_framework

GitHub

Experimental framework for validating the L-function in Large Language Models across Multi-Agent Systems.

llm
multi-agent
validation
Experimental

odol-license

GitHub

Empowering Data Ownership in the AI Domain — a license framework for AI data governance.

license
ai
data-ownership
Active
PLATFORM

Labs / R&D Forks

Research forks, upstream contributions, and experimental branches.

bitcoin_rnd

GitHub

Experimental Bitcoin R&D focused on integrating stdio Bus protocol patterns for deterministic distributed workflow orchestration.

bitcoin
blockchain
distributed
R&D Contribution

autoresearch-stdio-bus

GitHub

AI agents running research on single-GPU nanochat training automatically — integrated with stdio Bus protocol. Fork of Karpathy autoresearch.

ai
research
gpu
Research

codex

GitHub

Terminal coding-agent R&D fork with active contributions around stdio Bus interoperability and agent workflow experiments.

ai
coding-agent
terminal
R&D Contribution

acp-registry

GitHub

Registry and reference surface for ACP ecosystem coordination, compatibility, and implementation discovery.

acp
agents
registry
R&D Contribution

agent-client-protocol

GitHub

Protocol workstream for agent-client interoperability, transport contracts, and cross-runtime integration patterns.

acp
protocol
editor
R&D Contribution

Kiro

GitHub

Active fork contribution stream with bug reports, feature proposals, and implementation feedback for agentic IDE workflows.

ide
agentic
ai
R&D Contribution
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Cloud Architect & Systems Innovator. One Vision. Infinite Scale.

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