System Architect

Bridging
Analog &
Intelligence.

The Mission

Constructing the physical and digital backbones for autonomous systems. From low-voltage wiring to containerized AI swarms.

The Stack

Orchestration: Docker, K8s, N8N
Memory: Neo4j, Qdrant, Mem0, Graphiti
Inference: Ollama, Local LLMs
Infrastructure: Supabase, PostgreSQL, FerretDB
Storage: Cloudflare R2, S3
Forensics: Evidence Processing, Chain of Custody, SHA-256
Cloud: Cloudflare Workers, Google Cloud, Azure

01

Physical Infrastructure

Structured cabling, rack design, and commercial AV. The silent, robust foundation that uptime depends on.

02

Sovereign AI

Deploying local intelligence stacks. Memory systems, vector stores, and inference engines running on your hardware.

03

Orchestration

Connecting the dots. Automating workflows between physical sensors and digital decision-making engines.

Live Architecture

Trace IQ

A comprehensive evidence collection and processing platform for digital forensics. Built on the Model Context Protocol with AI-powered document analysis, pattern detection, and court-admissible audit trails. Features streaming XML parsing for multi-gigabyte files, SHA-256 hashing, and cross-platform correlation.

[ Initialize Protocol ] ->
bash — 80x24

root@traceiq:~/stack# docker-compose up -d

[+] Running 8/8

✔ Container traceiq-qdrant Started

✔ Container traceiq-ollama Started

✔ Container traceiq-mem0 Started

✔ Container traceiq-n8n Started

root@traceiq:~/stack# _

Forensic Infrastructure

MCP Tool Platform

A forensic evidence analysis platform built on the Model Context Protocol (MCP), designed for processing, analyzing, and managing digital evidence in legal proceedings.

65+ MCP Tools

Comprehensive gateway for document analysis and evidence processing

Three-Tier Memory

Graphiti + Neo4j for persistent context, Chroma for working memory

Multi-Environment Deploy

Manus hosting, VPS compute, Cloudflare Workers, and GCP integration

Architecture Overview

// Deployment Environments

├─ Manus Hosting → Web app, API gateway

├─ salem-nexus → Storage, CMS, chat

└─ salem-forge → Compute, AI services

// Cloud Services

├─ Cloudflare → Workers, R2 storage

├─ Google Cloud → Document AI, Vision

└─ Neo4j Aura → Knowledge graph

// Core Features

├─ LangGraph forensic workflows

├─ Python bridge for remote execution

└─ Court-admissible audit trails

Evidence Pipeline

Trace Repo

Centralized evidence repository with forensic-grade chain of custody tracking. Handles SMS, call logs, MMS attachments, Facebook Messenger, WhatsApp, and other digital platforms with streaming XML parsing for multi-gigabyte files.

65+

MCP Tools

SHA-256

Hash Verification

Multi-GB

File Processing