Skills & Platforms

What I bring to your team

I ship 0-to-1 AI products as a senior/staff engineer, with the product range of someone who has led teams and founded companies. Here's what that looks like in practice.

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Engineering & Architecture

Design and build systems that scale — multi-tenant SaaS, real-time ops, clean APIs.

API Design (REST/GraphQL)
Agile Methodologies (Scrum/Kanban)
CI/CD Pipelines
Caching Strategies (CDN/Redis)
Code Documentation
Code Quality & Reviews
GDPR/CCPA Compliance
Incident Management
Internationalization (i18n)
Legacy Modernization
Microservices & Modular Monoliths
Multi-tenant SaaS
Observability (DataDog/Prometheus)
PCI-aware Architecture
Payments & Billing (Stripe/PayPal)
Performance & Scalability
Real-time Systems (WebSockets)
SOC2 Awareness
Search (Lucene)
Security Best Practices
Testing (unit/integration)
Version Control (Git)
Webhooks

Data & AI

From grounded LLM agents to real-time dashboards — make data actionable and reliable.

AI for Good (Ethical AI)
Agentic Workflows
Anthropic Claude API
Business Intelligence
Dashboards and Reporting
Data Privacy (GDPR/CCPA)
Database Architecture
Event Tracking & Telemetry
Grounding & Hallucination Control
LLM Agent Pipelines
LLM Evals & Guardrails
Prompt Engineering
RAG (Retrieval-Augmented Generation)
Real-time Analytics
S3 Data Lakes
SQL and NoSQL
Semantic Search
Tool Use / Function Calling
Vector Databases (Qdrant)
Vector Indexing (pgvector)

Product Leadership

The rare addition: set vision, align stakeholders, and ship - from roadmap to revenue.

Change Management
Community Strategy
Cross-functional Leadership
Go-to-Market Strategy
Hiring & Org Design
Partnership Development
Pricing & Packaging
Product Discovery
Product-led Growth (PLG)
Program/Project Management
Roadmapping
Stakeholder Communication (C-suite & Board)
Vendor Management
Vision & Strategy

Product Design / UX

Turn complexity into clarity — accessible, polished interfaces users actually enjoy.

Accessibility (WCAG 2.2 AA)
Bootstrap / Tailwind
Data Visualization
Design Systems
Figma Translation
Information Architecture
Interaction Design
Material Design
Motion & Micro-interactions
UX Writing

Business Operations

Handle the operational side — budgets, partnerships, IP, and the structure that lets teams focus on building.

Annual Budgeting & Forecasting
Board Reporting
Cost Center Management
LLC / Corp Formation
Licensing & IP Strategy
OKRs & KPIs
Strategic Partnerships
Vendor Procurement

Cloud & DevOps

Ship reliably on AWS, Azure, or Cloudflare — IaC, CI/CD, and cost-conscious infra.

AWS (EC2, S3, RDS, Lambda, CloudFront)
Azure (App Service, AKS, Cosmos DB)
Cloudflare (WAF/Workers/CDN)
Cost Optimization
Docker
GitHub Actions / CI-CD
Managed WordPress Hosting (Pressable)
Monitoring & Alerting
Terraform / IaC

Platforms & Languages

Full-stack fluency across modern and legacy stacks — I pick the right tool, not the trendy one.

ASP.NET / Razor
Bash / PowerShell
C# / .NET
GraphQL
HTML5 / CSS3 / Tailwind
Java
Kotlin
NoSQL (MongoDB)
Node.js / TypeScript
PHP
React / Next.js
React Native
Redis
SQL (PostgreSQL / MySQL)
Spring Boot
VBA / Excel
Visual Basic
WPF / WinForms
WordPress

Security & Compliance

Build trust by default — auth, audit logging, PCI scope reduction, privacy-first.

Audit Logging
Authentication & SSO (OAuth2/OIDC/SAML)
Content Moderation
HIPAA Awareness
Privacy-aware Design (GDPR/CCPA)
RBAC / Permissions
Secrets Management

Domain Expertise

Deep context in esports, SaaS, civic tech, and marketplaces — not just a generalist.

API Ecosystems
B2B & B2C Solutions
Civic Tech / GovTech
Community Platforms
Gaming & Esports
Live Event Operations
Marketplaces & Booking
Multilingual Systems
Partner Ecosystems
Payments & Subscriptions
Public Policy & Advocacy
SaaS Platforms
Social Impact