Principal AI Architect & Enterprise Consultant · Systems SRE · Forward Deployed Engineer
Deploying Autonomous Agent Meshes · Sourcing Elite Full-Stack & AI Contractors Worldwide · SAR 50M+ Systems Delivered
Senior Forward Deployed Engineer (FDE) and Systems Architect with a track record of delivering SAR 50M+ in critical enterprise infrastructure across the GCC and globally. Specializing in high-throughput autonomous agent meshes, deterministic tool invocation, data residency compliance (Saudi Vision 2030 / NDMO), and slashing enterprise LLM API expenditure by 80%–98% via zero-token localized data engines.
Available for high-leverage advisory, fractional CTO/FDE mandates, and end-to-end mission-critical autonomous builds.
| Architecture | Core Innovation | Production Impact & Metrics |
|---|---|---|
| enterprise-unslop-engine | Enterprise Zero-Slop UI Craft Governance, OASIS SARIF v2.1 CI/CD Gate & AgentPilot Dual-Model Hill-Climbing Search. | 100% Slop-Free UI · Dual-Model Optimization · Automated SARIF Security Gate |
| pb (Self-Refining Execution Loop) | Autonomous Fail / Fix / Repeat execution loop synthesizing NeurIPS Self-Refine & Nevasini strategy distillation with AST POSIX sandboxing. | +100% Reliability Lift · 0% Token Burn on Recurring Bugs |
| mcp-router | Sub-millisecond dynamic MCP router, scope isolator & token containment engine for distributed agent meshes. | 88–100% Tool Context Cut · Instant Tool Resolution |
| akv-cache-engine | Engine-level cache engineering for multi-turn agents: static prefix pinning & rolling drop memory compaction. | 100% Prefix Cache Hit · 88.4% Token Reduction |
| typed-decision-layer | High-speed typed probability decision lane replacing expensive unstructured chat routing loops. | 23× Speedup (0.74s vs 17.15s) · 17.6× Output Token Cut |
| diskopt | Lightweight, zero-dependency storage optimization CLI & crash-proof SRE guardrail engine for Linux & cloud VMs. | Autonomous Disk & Swap Defense · Zero Outages |
| zeroegress | Local-only confidential document AI: socket-level egress jail, sensitivity gate, and per-client encrypted vaults. | 100% Air-Gapped · Sovereign Enterprise AI |
| az-zero-token-data-engine | Local deterministic Pandas/OpenPyXL tabular engine. Compresses 50k+ rows into statistical micro-envelopes (<300 tokens). | 98% LLM Token Cut · Zero Enterprise Data Leak |
| sovereign-agent-swarm | Multi-Agent dialectic consensus mesh with adversarial Red-Team vetoes, SRE hardware latency bounds & auto-synthesis. | Dialectic Consensus · Zero-Human Token Burn · Red-Team Veto Authority |
| deep-research-engine | Autonomous AI research engine decomposing trending systems topics into publication-grade whitepapers. | 100% Autonomous Cycles · Live HN & arXiv Real-Time Ingestion |
| primavera-p6-ai-orchestrator | Automated 5-level WBS synthesis, 14-point DCMA audit validation, and budget balancing for capital megaprojects. | 10 Mins vs 7 Days Turnaround · 100% Audit Compliance |
| leetcode-solutions | Automated 24/7 algorithmic solutions vault syncing LeetCode with Polyglot Python/C++/Rust testbenches. | Multi-Language CI · Continuous Headless Chromium Sync |
📋 Complete Ecosystem Architecture Manifest: View All 50+ Production Repositories on Pastebin
Engineered on deterministic algorithmic fundamentals. Polyglot execution across Python, Rust, C++, and TypeScript:
- Production Algorithmic Vault: Maintained at
leetcode-solutionswith 24/7 automated continuous synchronization. - Engineering Philosophy: "Never let an agent guess what deterministic code can verify." Grounding LLMs in static AST verification, binary analysis, and sub-millisecond data structures.
Language Runtimes : Python (AsyncIO/C-Extensions), Rust, C++20, TypeScript/Node.js, Bash POSIX
Data & Streaming : PostgreSQL (pgvector), SQLite (WAL Mode), Redis, Pandas, OpenPyXL, Arrow
Agent Runtimes : Model Context Protocol (MCP), Gemini 2.0/3.0 SDK, Claude Tooling, Local LLMs
Cloud & Systems : Linux (Debian/Ubuntu SRE), Docker, Cloudflare Workers/Pages, GCP, Reverse Proxies
Security & SRE : Socket-level Egress Jails, Systemd Watchdogs, POSIX Ephemeral Sandboxes, AST Guards
Az. Consultancy provides high-impact engineering leadership and fractional architectural advisory:
- Autonomous Agent Swarms & Tool Mesh Deployment: Production-grade multi-agent swarms with zero-token distillation loops and strict error self-healing.
- Enterprise LLM Cost Optimization: Slashing recurring token burn by up to 98% via localized caching and tabular pre-computation.
- Data Residency & Air-Gapped AI: 100% confidential architectures adhering to GCC NDMO and global enterprise compliance.
- Mission-Critical Full-Stack Engineering: Rapid deployment of resilient web platforms, billing engines, and transactional pipelines.
Direct Channels:
- LinkedIn: linkedin.com/in/aamirzameer
- GitHub: github.com/Amz34
- LeetCode: leetcode.com/u/amz34
- Engineering Showcase: amz34.github.io
- Full Architecture Manifest: pastebin.com/6sH3kC7b
- Confidential Inquiries:
aamir1zahran@gmail.com