Agentic AI Developer & Growth Advocate

David Friedman

Senior Technical Leader | AI Systems Architect | Developer Advocate

+356 7765 6597 davidfl84@gmail.com LinkedIn GitHub German Passport (EU)
📈

Profile

Senior Technical Leader with 10+ years building AI-powered systems, leading distributed engineering teams, and delivering data-driven solutions in highly regulated environments. Currently founding AppBrewers, developing agentic AI platforms and automation tools for business clients.

Deep expertise in LLM integration, multi-agent orchestration, RAG pipelines, and production deployment of AI applications. Proven track record automating 95%+ of operational workflows, building executive dashboards, and leading cross-functional teams across gaming, fintech, and SaaS. Certified Agile Product Owner (SPOPC) with strong background in fraud detection, anomaly detection, and risk analytics.

Core Competencies

LLM Integration & Orchestration
Multi-Agent Systems
RAG Pipelines
Vector Databases
Prompt Engineering
Next.js / React / TS
Firebase / GCP
RevenueCat / Stripe
Meta / WhatsApp API
SQL / Tableau / BI
Fraud Detection
Team Leadership
🔧

Proficiency

AI & LLM Orchestration95%
Full-Stack Engineering (Next.js, React, Node)92%
Data Analytics & Visualization90%
Monetization & Subscription APIs85%
Fraud Detection & Risk Analytics95%
Developer Advocacy & Training88%
💼

Experience

AppBrewers
Founder & CEO - AI Solutions & Web Development
Aug 2025 - Present
  • Built multi-agent orchestration platform coordinating 8 specialized AI agents for complex task completion
  • Implemented WhatsApp Business API with Meta OAuth, navigating app review, token management, and subscription-gated feature access
  • Developed production web applications using Next.js, React, Tailwind CSS, Firebase, deployed via GitHub Actions
  • Created AI video generation pipelines producing branded social media assets with quality control
  • Reduced manual operations by 90%+ for clients through AI workflow automation
  • Published open-source Claude-to-OpenClaw Skill Converter for portable agentic workflows
  • Delivered organization-wide AI training programs onboarding dozens of colleagues onto agentic workflows
Statistical Global Services
Data Operations & Visualization Manager
Aug 2024 - Present
  • Established standardized reporting frameworks and KPI definitions for C-level leadership
  • Built executive dashboards translating multi-source data into decision-support visibility
  • Automated 95%+ of manual reporting using Python and BI integrations, reducing workload from 40hrs/week to under 2hrs/week
  • Coordinated cross-functional priorities across data engineering, fraud operations, and business stakeholders in 3 time zones
  • Delivered organization-wide AI training programs onboarding dozens of colleagues onto agentic workflows
  • Managed team of 6 analysts across 3 countries with weekly sprint planning
Americas Card Room
Process Optimization & Product Owner, Game Integrity
Nov 2021 - Aug 2024
  • Automated 95% of internal fraud reports, reducing manual analyst workload by 35 hours/week
  • Designed monitoring and alerting systems using player behavior signals and risk patterns
  • Built SQL-based anomaly detection queries identifying collusive patterns across millions of hands monthly
  • Introduced Agile product practices into fraud operations; certified as Scrum Product Owner (SPOPC)
  • Partnered with engineering teams to deliver fraud prevention tools meeting regulatory requirements
PokerStars
Supervisor, Fraud Prevention Department
Sep 2008 - Feb 2014
  • Led fraud prevention team for real-time transaction monitoring and data-driven anomaly detection
  • Developed operational dashboards and structured reporting for fraud activity tracking
  • Trained 50+ global staff on fraud detection tools, investigation protocols, and operational workflows
  • Designed shift-reporting application standardizing operational handovers across 24/7 operations
🚀

Key Projects

  • AI Agent Platform (AppBrewers, 2026) - Multi-agent orchestration with 8 specialized AI agents, task routing logic, quality evaluation, and memory management
  • Conversify (2024-2026) - AI Communication SaaS with WhatsApp Business API, Meta OAuth, and subscription-gated features for healthcare and service businesses
  • SwapingCorp Trading Platform (2025-2026) - Full-stack e-commerce with Stripe payments, webhook automation, Firebase backend, Next.js frontend
  • Fraud Detection Automation (ACR, 2021-2024) - SQL-based anomaly detection identifying collusive patterns across 500K+ active players
  • Claude-to-OpenClaw Converter - Open-source utility bridging Claude Code skills into portable agentic workflows
🎓

Education & Certifications

  • BSc in Computer Science - Software Engineering (In Progress) | University of the People | Expected: 2027
  • Agile Product Owner Certification (SPOPC) | CertiProf | May 2025
  • Scrum Product Owner Certified | CertiProf | May 2025
🌎

Languages

Spanish (Native)
English (Advanced - 20+ years professional)
Hebrew (Intermediate)