init system... ready

Leonardo Mejia Mendoza

IT Operations & Systems Engineer | Infrastructure Automation | AI & Edge Computing

Bridging the gap between local IT operations and advanced engineering. Specializing in orchestrating Zero-Touch deployments, endpoint security, and systems architecture for high-volume corporate environments.

Leonardo Mejia Mendoza
PowerShell (Advanced Orchestration & Wrappers)
PDQ Deploy
Windows Server/Endpoint
Active Directory
GPO Lifecycle
Cisco CLI (Port-level topology adjustments)
DNS Auto-Healing
Python
OpenCV
YOLOv8
Flask
SQLite
Microsoft Azure (In progress)
AWS (In progress)
PowerShell (Advanced Orchestration & Wrappers)
PDQ Deploy
Windows Server/Endpoint
Active Directory
GPO Lifecycle
Cisco CLI (Port-level topology adjustments)
DNS Auto-Healing
Python
OpenCV
YOLOv8
Flask
SQLite
Microsoft Azure (In progress)
AWS (In progress)
AWS (In progress)
Microsoft Azure (In progress)
SQLite
Flask
YOLOv8
OpenCV
Python
DNS Auto-Healing
Cisco CLI (Port-level topology adjustments)
GPO Lifecycle
Active Directory
Windows Server/Endpoint
PDQ Deploy
PowerShell (Advanced Orchestration & Wrappers)
AWS (In progress)
Microsoft Azure (In progress)
SQLite
Flask
YOLOv8
OpenCV
Python
DNS Auto-Healing
Cisco CLI (Port-level topology adjustments)
GPO Lifecycle
Active Directory
Windows Server/Endpoint
PDQ Deploy
PowerShell (Advanced Orchestration & Wrappers)

01.System_Architecture (About)

IT Operations Engineer specialized in replacing manual administrative overhead with programmatic solutions. Proven track record in ensuring operational continuity across multiple global campaigns within the BPO industry.

Software orchestration and automation-first approach. Leveraging programmatic logic to architect complex workflows, deploying advanced PowerShell wrappers to resolve OS-level constraints, and orchestrating Python to develop Edge Computing systems.

Currently focused on Cloud & DevOps integration, preparing for the Microsoft Azure Administrator Associate (AZ-104) certification, and exploring AWS ecosystems.

02.Runtime_History (Experience)

IT Operations Engineer

Inspiro|
  • Infrastructure Automation: Reduced manual deployment time by over 95% by orchestrating architecture-aware scripts.
  • Vulnerability Management: Achieved 100% silent mitigation of Zero-Day vulnerabilities across the endpoint fleet, bypassing native OS execution constraints.
  • Network & Identity: Managed Active Directory, strategically migrated OUs, and dynamically configured network ports via Cisco CLI for campaign requirements.
  • Recognition: Awarded 'IT Operational Excellence' (Q4 2025) for aligning IT operations with global business objectives.
IT Operational Excellence Quarter 4 2025

EXCELLENCE AWARD Q4 2025

03.System_Architectures (Projects)

FEATURED ARCHITECTURECapstone (96/100)

SAMAR

Semantic vision system designed to eliminate 'alarm fatigue' through zero-cloud Edge Computing. Achieved a 0% false-positive rate and an 80% CPU optimization in a real commercial deployment.

The Problem: Traditional CCTV systems trigger hundreds of false positives daily due to passive pixel changes, causing severe alarm fatigue.

The Solution: Built on a zero-cloud Edge Computing architecture. A mathematical filter discards inactivity, triggering the YOLOv8s DNN only upon physical disturbance. Features a Producer-Consumer IPC architecture to bypass the Python GIL, and Server-Sent Events (SSE) for zero-latency telemetry broadcasting at 30 FPS.

PythonOpenCVYOLOv8sFlaskSQLite
samar.command-center.local
SAMAR VMS Command Center

Dynamic Provisioning & Orchestration

Engineered a PowerShell orchestrator utilizing dynamic registry-scanning to locate environment variables (AppExecPath). Programmatically provisioned configuration tokens, reducing deployment time from 10 minutes to 30 seconds per endpoint and saving ~20 man-hours.

pwsh.exe -ExecutionPolicy Bypass
> Initialize-Orchestrator -ScanRegistry[OK] HKLM:\SOFTWARE\Corporate\AppExecPath verified[OK] Injecting Provisioning Tokens...Success: Endpoint provisioned in 30.12s
PowerShellRegistryOrchestration

Zero-Touch Lifecycle Management

Developed deployment wrappers to seamlessly manage software states. Resolved OS-level race conditions by gracefully handling background processes prior to execution, and configured registry states to ensure high availability and continuous operation.

MSI WrapperProcess ControlWin32 API

Automated Vulnerability Mitigation

Standardized UWP application deployments across restricted environments via PDQ. Engineered a self-healing routine that dynamically repairs and re-registers corrupt AppxManifests, silently mitigating 3,400+ critical vulnerabilities during peak operational hours.

PDQ DeployWinGetPatch Management

Zero-Trust Endpoint Hardening

Enforced NTFS ACLs and registry policies (DisallowRun) to globally restrict unauthorized legacy applications. Navigated Windows File System Redirection (Sysnative vs SysWOW64) to enforce strict standard-user compliance globally.

Zero-TrustSecuritySysWOW64

Silent OS Migrations & Network Self-Healing

Automated zero-impact Windows Feature Updates utilizing local caching. Integrated a SYSTEM-level daemon to dynamically restore corporate TCP/IP parameters, proactively resolving DNS failures and decreasing VoIP incident tickets by 95%.

Windows 11DNSTCP/IP