1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
infrastructure:
  linux:
    - "Debian/Ubuntu Server Administration"
    - "FreeBSD Administration"
    - "Slackware Linux"
    - "Network Configuration (OSPF, VRRP, nftables)"
    - "SSH Advanced (keys, ProxyCommand, rsync)"
    - "VPN Setup (PPTP, routing)"
    - "Firewall Management (nftables, iptables)"
    - "System Performance Tuning"
    - "Log Analysis & Troubleshooting"
  windows server:
    - "Windows Server Administration (2008-2016)"
    - "Active Directory Management"
    - "Group Policy Configuration"
    - "Domain Services"
    - "Server Role Management"
  virtualization:
    - "Proxmox VE"
    - "Hyper-V (2012-2016)"
    - "VM Configuration & Management"
    - "Resource Allocation"
    - "High Availability Clustering"
  networking & security:
    - "pfSense Firewall"
    - "Mikrotik RouterOS"
    - "Unifi Access Points"
    - "Network Routing & Switching"
    - "VLAN Configuration"
    - "Wireless Network Management"
  containers:
    - "Docker & Docker Compose"
    - "Dokploy Deployments"
    - "Healthchecks & Resource Limits"
    - "Security Best Practices (non-root users)"
    - "Multi-stage Builds"
    - "Container Orchestration"
    - "Image Optimization"
  reverse proxy:
    - "Traefik"
    - "Nginx (SSL, WebSockets, AI Streaming)"
    - "Let's Encrypt Automation"
    - "Load Balancing"
    - "Rate Limiting"
    - "Caching Strategies"
  high availability:
    - "ProxySQL Load Balancing"
    - "Keepalived Failover"
    - "VRRP Protocols"
    - "Health Monitoring Scripts"
    - "Automatic Failover"
    - "Zero-downtime Deployments"
    - "Disaster Recovery Planning"
databases:
  relational:
    - "MariaDB/MySQL (Replication, Binary Logs)"
    - "PostgreSQL (pgvector extension)"
    - "Query Optimization"
    - "Index Management"
    - "Troubleshooting (max_connections, replication issues)"
    - "Performance Tuning"
    - "Backup & Recovery Strategies"
  nosql:
    - "Elasticsearch (Log Analysis, Complex Queries)"
    - "Redis (Caching, Session Management)"
    - "JSON Document Processing"
    - "Full-text Search"
    - "Aggregation Pipelines"
  cloud databases:
    - "Supabase (Backend-as-a-Service)"
    - "Supabase Vector Store"
    - "Real-time Subscriptions"
    - "Row Level Security (RLS)"
    - "Database Functions & Triggers"
    - "Edge Functions"
automation:
  workflow engines:
    - "n8n (Complex Workflows)"
    - "API Integrations"
    - "Webhook Architecture"
    - "Event-Driven Systems"
    - "Error Handling & Retry Logic"
    - "Workflow Optimization"
    - "Custom Node Development"
  scripting:
    - "Shell Script (Bash)"
    - "PowerShell Scripting"
    - "Ansible (Infrastructure as Code)"
    - "Monitoring & Failover Scripts"
    - "Log Analysis Automation"
    - "Cron Job Management"
    - "System Administration Tasks"
    - "Deployment Scripts"
    - "Windows Automation Tasks"
ai_ml:
  llm operations:
    - "LiteLLM Gateway (Multi-provider)"
    - "OpenWebUI"
    - "Gemini API"
    - "OpenAI GPT-4"
    - "Prompt Engineering"
    - "Model Selection & Optimization"
    - "Cost Management"
    - "Rate Limiting & Fallbacks"
  vector databases:
    - "PostgreSQL pgvector"
    - "Document Processing (PDF, DOCX, XLSX)"
    - "Vector Store Integration"
    - "Embeddings Generation (OpenAI, Cohere)"
    - "Similarity Search"
    - "Metadata Filtering"
    - "Chunking Strategies"
  agent development:
    - "Conversational AI (Real Estate, Legal)"
    - "Multi-step Workflows"
    - "Prompt Injection Protection"
    - "Context Management"
    - "Function Calling"
    - "Memory Systems"
    - "Agent Orchestration"
data_engineering:
  extraction:
    - "Firecrawl Web Scraping"
    - "JSON Schema Design"
    - "Multi-format Processing"
    - "API Data Collection"
    - "Custom Parsers (Regex, NLP)"
    - "Data Validation"
  analysis:
    - "Elasticsearch Queries"
    - "Log Correlation"
    - "Temporal Analysis"
    - "Pattern Recognition"
    - "Anomaly Detection"
    - "Statistical Analysis"
  etl:
    - "Data Normalization Pipelines"
    - "Real Estate Data Extraction"
    - "68-column Structured Output"
    - "Data Cleaning & Validation"
    - "Deduplication"
    - "Data Enrichment"
    - "Format Conversion"
marketing_automation:
  crm:
    - "GoHighLevel Integration"
    - "Lead Scoring Systems"
    - "WhatsApp Automation (Evolution API)"
    - "Multi-channel Sync"
    - "Contact Management"
    - "Workflow Automation"
    - "Tag Management"
  social media:
    - "Instagram Graph API"
    - "Content Generation Pipelines"
    - "Cloudinary Media Transformations"
    - "Automated Posting"
    - "Engagement Tracking"
    - "Hashtag Strategy"
  lead generation:
    - "Construction Permit Tracking (ViewPoint Cloud)"
    - "Google Maps Lead Scraping"
    - "Automated Qualification"
    - "Multi-channel Campaigns"
    - "Data Enrichment"
    - "Lead Scoring Algorithms"
    - "CRM Integration"
monitoring:
  tools:
    - "Zabbix"
    - "Prometheus Integration"
    - "JSON Structured Logging"
    - "Grafana Dashboards"
    - "Custom Metrics"
    - "Alert Management"
  practices:
    - "Log Rotation"
    - "Resource Monitoring"
    - "Alert Systems"
    - "Performance Metrics"
    - "Uptime Tracking"
    - "Incident Response"
    - "Root Cause Analysis"