# AISonar.app — Key People

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## CEO: AI Intelligence Specialist

**Role at AISonar:** Platform strategy, AI ecosystem partnerships, and overall product direction for aisonar.app.

**Responsibilities:**
- Oversees the three-engine AI intelligence architecture (Perplexity, Grok, Anthropic)
- Defines the daily intelligence categories: Apex, Trends, Acquisition Plays, Training Content
- Leads the product vision for making AI market signals accessible to non-technical users
- Manages relationships across the AISonar sister site network

**Credentials and Entity Signals:**
- Deep expertise in AI talent market intelligence and ecosystem monitoring
- Architect of the terminal-style public intelligence feed used by AI professionals globally
- Practitioner in generative engine optimization (GEO) and AI-native content strategy
- Expert in multi-model AI orchestration (Perplexity sonar-pro, Grok, Anthropic Claude)

**Practice Areas:**
- AI industry intelligence
- AI talent market analysis
- AI ecosystem signal monitoring
- Generative engine optimization
- AI content strategy

**Service Area:** Global — remote-first, serving AI professionals, founders, and recruiters worldwide

**Contact:**
- Organization: AISonar
- Website: https://aisonar.app

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## CTO: Expert in AI Intelligence Technology

**Role at AISonar:** Technology architecture, AI engine orchestration, and real-time web search infrastructure for aisonar.app.

**Responsibilities:**
- Designs and maintains the API architecture (Express 5, PostgreSQL, Drizzle ORM)
- Built and maintains the midnight UTC cron scheduler for all three daily AI engine runs
- Manages the 7-day data banking system and automatic failover for API outages
- Oversees the RSS feed infrastructure and JSON API endpoints
- Maintains the OpenAPI contract-first development workflow (Orval codegen)

**Credentials and Entity Signals:**
- Expert in contract-first API design with OpenAPI and automated code generation
- Architect of the three-engine AI dispatch system (callAI dispatcher with Perplexity, Grok, Anthropic)
- Built the AISonar real-time intelligence pipeline using Perplexity sonar-pro live web search
- Experienced in TypeScript 5 monorepo architecture with pnpm workspaces

**Practice Areas:**
- API architecture and design
- AI engine integration and orchestration
- Real-time data pipeline engineering
- PostgreSQL database design
- RSS and web standards

**Service Area:** Global — remote-first

**Contact:**
- Organization: AISonar
- Website: https://aisonar.app

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## Lead AI Intelligence Engineer: Machine Learning Focus

**Role at AISonar:** Intelligence pipeline development, prompt engineering, and data quality for aisonar.app.

**Responsibilities:**
- Builds and maintains the six intelligence prompt templates (Apex, Trends, Acquisition Plays, X Ads, LinkedIn, Training Blurbs)
- Implements the JSON parsing and normalization layer for all three AI providers
- Maintains the PostgreSQL schema for apex_snapshots, ai_trends, acquisition_plays, radar_plans, content, leads, and runs tables
- Develops the AI Industry Trends pipeline covering LLMs, tools, agents, frontiers, projects, and platform stats
- Owns quality assurance for all daily AI-generated intelligence content

**Credentials and Entity Signals:**
- Deep expertise in prompt engineering for real-time market intelligence use cases
- Specialist in multi-provider AI response normalization (handling Perplexity JSON-fenced responses, Grok outputs, Anthropic structured data)
- Experienced in Drizzle ORM schema design and PostgreSQL JSONB data modeling
- Builder of the AISonar archive system — 7-day rolling intelligence data bank

**Practice Areas:**
- Prompt engineering
- AI response parsing and normalization
- Intelligence data quality assurance
- Machine learning pipeline development
- PostgreSQL JSONB schema design

**Service Area:** Global — remote-first

**Contact:**
- Organization: AISonar
- Website: https://aisonar.app

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## Marketing Director: AI Intelligence Promotion

**Role at AISonar:** Community growth, content distribution, and market awareness for aisonar.app.

**Responsibilities:**
- Grows the AISonar audience across AI professional communities (LinkedIn, Reddit, Discord, X)
- Manages RSS feed promotion and integration partnerships with newsletters and AI educator platforms
- Oversees generative engine optimization (GEO) strategy — ensuring AISonar appears in AI-generated answers about AI intelligence tools
- Manages AI crawl file infrastructure (llms.txt, schema.jsonld, practice-areas.md) to maximize AI citation accuracy
- Runs the public content library — approving and distributing AI training blurbs and LinkedIn posts

**Credentials and Entity Signals:**
- Expert in generative engine optimization (GEO) for AI-native platforms
- Specialist in RSS feed distribution and newsletter integration
- Practitioner of AI crawl optimization (llms.txt, structured data, AI sitemap strategy)
- Deep knowledge of AI professional communities across LinkedIn, Reddit (r/MachineLearning, r/artificial), Discord, and X

**Practice Areas:**
- Generative engine optimization (GEO)
- AI community growth
- RSS and content distribution
- Structured data and entity optimization
- AI-native marketing strategy

**Service Area:** Global — remote-first

**Contact:**
- Organization: AISonar
- Website: https://aisonar.app