AI Orchestration & Product Leadership

Engineering AI-Native Products.

Orchestrating agentic AI systems, complex LLM workflows, and resilient product strategies. Leading cross-functional teams to build high-performance digital products from inception to market scale.

AGENTIC AI LLM WORKFLOWS PRODUCT STRATEGY SYSTEM TOPOLOGY TEAM LEADERSHIP
01 / Telemetry

Product Performance Indicators

Real-time monitoring of active cognitive integrations and system telemetry.

Market Signals

Sync Active

LinkedIn WWR Remotive
121
Markets Evaluated
3
AI Integration Index
Telemetry Sync: 10/06/10106 20:01
System Telemetry

Orchestrator: Active

NODE_ID: B320963E
4,218
Agent Runs
150K+
Semantic Nodes
99.98%
Success Rate
450ms
Avg Latency
02 / Domains

Core Practice Areas

Specialized domain capabilities and key execution metrics.

AI-Native Team Leadership

Core Focus

Building and managing high-performing, cross-functional engineering and product teams focused on AI integration and execution excellence.

Agentic AI & LLM Workflows

Core Focus

Designing and coordinating multi-agent systems, prompt flows, and retrieval architectures (RAG) that automate cognitive operations with deterministic quality.

Product Strategy & Architecture

Core Focus

Defining product roadmaps, technical feasibility strategies, and systems architecture that align engineering velocity with business value.

13+
Years in Product Leadership
09+
Products Orchestrated
C1
US-Market Ready
100%
Remote-First Integration
03 / Case Studies

Featured Case Studies

Detailed technical breakdowns and business impact reports.

01

Resenha FC

AI Agents LLM Workflows Golang Rust FFmpeg Meta API
Strategic Context

AI-driven content automation and agentic media distribution platform scaling digital channels.

Product & Technical Execution
  • Designed the product strategy and agent logic for an autonomous multi-agent content generation and translation workflow.
  • Orchestrated highly concurrent processing microservices using Golang and Rust to eliminate system distribution bottlenecks.
  • Led the integration of generative AI pipelines with media rendering engines, cutting manual content operations by 95%.
Business & Systemic Impact

Automated 24/7 publishing loops at scale, reducing operational overhead by 95% while keeping high engagement quality.

02

LocumTrack

SaaS Product Strategy Golang TypeScript Astro Stripe API
Strategic Context

Enterprise SaaS for shift orchestration and automated billing operations in clinical networks.

Product & Technical Execution
  • Owned the product lifecycle, feature roadmap, and UX strategy to simplify administrative tasks for medical professionals.
  • Architected a highly secure, transactional backend in Golang integrated with automated Stripe billing workflows.
  • Optimized billing checkout flows, recovering lost clinician hours and achieving 100% financial auditing accuracy.
Business & Systemic Impact

Launched a compliant billing platform, achieving 100% billing audit accuracy and recovering clinician administrative time.

03

Freight Engine Pro

Product Management Go Rust Simulation Modeling Data Analytics
Strategic Context

Decision-support simulation engine and profit-margins logic for enterprise logistics.

Product & Technical Execution
  • Acted as Technical Product Lead to design high-performance simulation models for logistical margin optimization.
  • Coordinated cross-functional teams to parse and model multi-variable cost, tax, and fuel metrics in real-time.
  • Delivered interactive dashboards enabling instant C-level strategic insights on operation profitability.
Business & Systemic Impact

Delivered precise operating margin calculations and automated ROI simulations for corporate logistics operations.

04

Arcadium Systems

Technical Architecture Golang Rust Astro Distributed Systems
Strategic Context

High-throughput telemetry ingestion pipeline and hardware diagnostics infrastructure.

Product & Technical Execution
  • Led the product roadmap and technical architecture for distributed, high-scale telemetry parsing services.
  • Defined microservice architecture and api contracts in Golang and Rust to handle extreme data densities.
  • Optimized database indexing strategies for high-cardinality performance and diagnostic analysis.
Business & Systemic Impact

Reduced system API response latency by 60% while maintaining absolute system stability under peak telemetry loads.

04 / Sandbox

Architecture Sandbox

WASM-driven system complexity simulator and resource estimator.

Interactive Simulation

Simulation Controls

100 50,000 QPS 200,000
1ms 20ms 100ms
1GB 500GB 5TB
System Complexity
0%
Model Inference Engine

Awaiting parameters...

05 / Philosophy

Value Over Hype

Professional value system and operational approach.

My approach combines deep technical systems experience with strategic product leadership. Rather than chasing AI hype, I focus on building practical agentic workflows, robust LLM pipelines, and high-impact digital solutions. I help organizations define their AI roadmaps, establish key product metrics, and transition to AI-native product development.

Current Focus

Open to leadership roles (Senior/Staff Product Manager, AI Orchestrator, or Product Lead) where technical depth meets strategic business execution.

12+
Products Delivered
99%
Agent Reliability
06 / Inquiry

Discuss AI Strategy

Establish high-performance agentic systems or AI-native product roadmaps.

Let's collaborate on designing agentic workflows, structuring LLM pipelines, or building a high-performance, AI-native product team.