AC Alex Contner Portfolio Site
Open to work — AI product · marketing · strategy

AI strategy that ships — from use case to production.

I'm Dr. Alex Contner — AI Solutions Strategist & Technical Product Manager with 9+ years of enterprise consulting and healthcare leadership. Now fully focused on AI: designing and deploying multi-agent pipelines, generative AI solutions, and intelligent automation — and taking them to market.

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Agentic Workflows GTM Strategy ISV & Partner Ecosystems Executive Engagement
9+ yrs
Enterprise consulting & healthcare leadership
$2M+
Annual healthcare savings delivered for partner corporations
50%
Revenue growth in one year leading clinic operations
15+
AI workflows designed & deployed

Core competencies

Strategy and execution, in the same person.

Most AI initiatives stall between the deck and the deployment. My work spans both sides: framing the opportunity for executives, then building the pipelines, workflows, and go-to-market motion that make it real.

AI & Agentic Systems

Designing and deploying multi-agent pipelines and generative AI solutions across leading LLM platforms — grounded in daily hands-on building, not secondhand hype.

OpenAIAnthropic ClaudeGemini SuiteOpenRouterOpenHandsRAGMCP

Solution Architecture

Agentic workflow design, use-case and workload frameworks, and cloud, hybrid, and on-premise AI deployment strategy that translates business requirements into scalable architectures.

Multi-Agent PipelinesHybrid CloudOn-Prem AIAPI Integration

GTM & Product Marketing

Go-to-market strategy, positioning, whitepapers, and AI-assisted campaigns for technical products — from Web3 startups raising seed rounds to enterprise wellness programs.

GTM StrategyWhitepapersSEO & AnalyticsA/B TestingGoogle StitchClaude Design Tools

Enterprise Consulting & Partners

End-to-end engagement management, ISV and partner program strategy, vendor ecosystem design, and executive stakeholder alignment — built on years inside healthcare enterprise buying.

ISV & Partner ProgramsVendor EcosystemsExecutive EngagementCross-Functional Leadership
AI platforms
OpenAI (GPT-4o, o1)Anthropic ClaudeGoogle Gemini SuiteGoogle StitchOpenRouterOpenHandsPerplexityOpen-Source LLMs
Agentic & automation
Multi-Agent Pipeline DesignAgentic Workflow DeploymentPrompt EngineeringRAGMCP Integrations
Cloud & architecture
On-Premise AI DeploymentHybrid Cloud StrategySolution ArchitectureAPI Integration
Data & analytics
TableauGoogle Sheets (Advanced)Financial DashboardsSEO OptimizationA/B Testing
Product & delivery
AgileCross-Functional LeadershipTechnical DocumentationRoadmap DevelopmentEngagement Delivery

Case studies

Real projects, real outcomes.

Each case study shows the problem state, the solution architecture, and the measurable result.

Financial Intelligence

Multi-Tab Investment & Budget Dashboard

Built a comprehensive personal financial intelligence system in Google Sheets, integrating live market data feeds, multi-tab architecture, and automated portfolio tracking across 30+ equity positions.

Before

Manual spreadsheet tracking with no live data, no allocation visibility, and hours spent reconciling transactions monthly.

After

Fully automated dashboard with real-time price feeds, sector allocation charts, gain/loss tracking, and a dedicated budget-vs-actuals view — all updating without manual input.

Positions tracked30+
Tabs automated8
Hours saved / month~6
Google SheetsLive API FeedsConditional LogicSparkline Charts
Quantitative Engineering

Stock Intelligence Dashboard — Buy Score Engine

Designed and built a full-stack quantitative equity platform — Python, Streamlit, and SQLite — that scores a 170-ticker universe with a coverage-aware five-pillar model, generates deterministic DCF research packs, and keeps itself fresh through a nightly automated data pipeline. Built entirely on free market data.

Before

Stock research scattered across broker screens, news feeds, and spreadsheets — no consistent framework to compare opportunities across sectors, and no way to know when the data behind a decision had gone stale.

After

One dashboard scoring every ticker on Valuation, Growth, Profitability, Momentum, and Risk — with intrinsic-value modeling, entry and position-sizing plans, a screener with export, and a data pipeline that refreshes the whole universe every night without being touched.

Tickers scored170
Metrics per ticker68
Scoring pillars5
Market-data cost$0
  • Buy Score v3 — coverage-aware scoring across five weighted pillars, with evidence floors so thin data can never mint a perfect score
  • Five conviction adjustments — value premium, analyst conviction, earnings trajectory, trend exhaustion, and DCF intrinsic value, capped at ±12
  • Deterministic 2-stage DCF research pack with bull/bear targets and 3–4 year CAGR scenario bands — fully mechanical, no LLM in the loop
  • Execution analytics — entry zones, stop plans, position sizing, max drawdown, and within-sector percentile ranking
  • Nightly CI/CD data pipeline — GitHub Actions syncs the universe, checkpoints the SQLite WAL, and commits the refreshed database
  • Self-migrating schema — the metrics table evolves from a single source of truth, no hand-written migrations
  • Price cache layer — charts and correlation checks served from SQLite, with network fallback and stale-cache resilience
  • Screener & holdings — advanced numeric filters, CSV export, and file-backed holdings that survive ephemeral hosting
PythonStreamlitSQLite (WAL)PlotlyGitHub Actionsyfinance
Live views — real data, real scores
dashboard-skov.onrender.com — overview
Stock dashboard overview: 170 tickers tracked, average buy score, top buy picks with scores, sector breakdown and score distribution histogram
ticker deep-dive — five-pillar score
Ticker detail view showing Buy Score 90 for Micron with five pillar scores, conviction adjustments and price charts
research pack — 2-stage DCF
Research pack view with intrinsic value DCF, bull and bear targets, CAGR scenarios and quality metrics
Open the live dashboard ↗
Healthcare AI Automation

Clinical Intake-to-Evaluation Workflow

Designed and deployed an AI-assisted workflow at Wellness Docs that automated the patient journey from initial intake through clinical evaluation, integrating deep research tools for real-time evidence synthesis.

Before

Paper-based intake forms, manual scheduling, and clinicians spending 30–40 minutes per patient on administrative tasks before any clinical work began.

After

Automated intake routing, AI-generated pre-evaluation summaries, and continuous research feed delivering latest clinical evidence — reducing admin overhead by over 60%.

Admin time reduced~60%
Intake steps automated5
Patients / week90+
Agentic AI FrameworksMCP IntegrationsAutomated RoutingResearch APIs
Web Development & Brand

Cincinnati Chiropractic & Longevity — Full Site Build

Architected and developed a full-stack clinical website for a multi-provider healthcare practice, featuring animated UI, structured clinical program pages, team profiles, and SEO-optimized content architecture.

Before

A dated template site with no appointment funnel and no way to communicate the practice's clinical differentiation to prospective patients.

After

A premium dark-theme clinical website with animated hero, structured service taxonomy, team bios, and a clear conversion path — now serving as the digital front door for the official Bengals & Cyclones chiropractor.

Pages built12+
Clinical programs20+
Team profiles6
ReactTailwind CSSFramer MotionSEO Architecture
Site tour — Advanced Longevity Protocol page
full-page capture — auto-scrolling
Full-length capture of the Advanced Longevity Protocol page: dark hero with biological age reversal stats, treatment taxonomy, core strategies, clinical stack, and outcome metrics
Emerging Tech Consulting

Web3 Go-to-Market Strategy & Product Advising

Provided strategic GTM consultation, pitch deck refinement, financial modeling, and technical product overviews for early-stage projects in the Web3 and crypto space, including VC vetting support — ChainHub, a privacy-focused Telegram trading app, and the AlphaScope AI-analytics terminal.

Before

Founders with strong technical vision but unclear market positioning, underdeveloped pitch narratives, and no structured go-to-market framework.

After

Refined pitch decks with clear value propositions, structured financial models, technical product documentation, and actionable GTM roadmaps that improved investor readiness.

Projects advised3+
Seed round supported1
GTM roadmaps delivered3
GTM StrategyFinancial ModelingTechnical WritingPitch Design

Featured design project

The Covert Hills Invitational

A backyard golf outing, designed like a tour stop — and a live demo of what AI-assisted design can do. I started from satellite imagery of the actual property, layered on topography and landscaping, routed 18 holes across two houses and their driveways, and produced a full tournament identity: course map, scorecard, and rulebook.

  • Satellite view
  • Topography
  • Course routing
  • Identity & rulebook
18 holes · Par 67 One club per round Alternate shot format Built with Claude

How I work

From complexity to clarity.

My approach bridges the gap between domain expertise and technical execution. I identify where AI can eliminate friction, design the workflow architecture, and deploy solutions that actually stick.

01 / DIAGNOSE

Map the current state

Map the current-state process and identify the highest-leverage automation opportunities.

02 / ARCHITECT

Design before building

Design the agent workflow, MCP integrations, and data flows before writing a single line.

03 / DEPLOY

Implement & iterate

Implement, test, and iterate — with a focus on on-premise or hybrid deployment for enterprise security.

04 / MEASURE

Prove the ROI

Define success metrics upfront and track them post-deployment to prove ROI.

Professional experience

Both sides of the enterprise table.

Nine years buying, building, and selling enterprise solutions — first designing multi-million-dollar programs for major corporations, now architecting and shipping AI.

2021 — Present

Freelance Consultant — Emerging Technology & AI Solutions

Self-Employed

Strategic AI consulting and hands-on implementation for startups, VC groups, and enterprise clients: use-case frameworks, solution architecture, GTM strategy, and direct deployment of AI-driven tools and workflows.

  • Deployed multi-agent workflows and generative AI solutions across OpenAI, Anthropic, and Gemini platforms
  • Delivered full client websites and financial intelligence dashboards, from requirements to production
  • Authored technical whitepapers, product overviews, and AI-assisted marketing campaigns

Nov 2022 — Present

Physical Therapy Clinic Director & Operations Lead

Wellness Docs

Leads all clinical, operational, and strategic functions with a deliberate focus on AI integration. Primary decision-maker for technology adoption, vendor evaluation, and workflow transformation.

  • 50% revenue increase and doubled patient evaluations within one year; weekly volume up 80% (50 → 90+ patients)
  • Automated clinical workflows from intake through initial evaluation; integrated agentic research pipelines for evidence-based care

Apr 2016 — Nov 2022

Healthcare Consultant & Solutions Program Designer

TriHealth

Senior consultant designing, launching, and managing multi-million-dollar corporate wellness programs with full ownership of strategy, vendor ecosystems, and executive relationships.

  • $2M+ in annual healthcare savings delivered for partner corporations
  • Structured long-term partnerships with Procter & Gamble, 84.51°, Miami University, and the City of Cincinnati
  • Presented program results and roadmaps to CHROs, Presidents, and VPs — consistently securing large-scale executive buy-in

Doctor of Physical Therapy (DPT)

University of Cincinnati · Graduate Scholarship · 3.9 GPA

2013 — 2016

B.S. Allied Health Sciences

University of Cincinnati · Summa Cum Laude · 3.93 GPA

2009 — 2013

Meta Marketing & Data Analytics Professional Certificate

Coursera

2023

Contact

Let's talk about what AI can actually do for your product line.

Open to AI product management, product marketing, and strategy roles — remote or with travel.

Contner@gmail.com LinkedIn Resume (PDF)

Cincinnati Metro (Fort Thomas, KY) · Open to remote & travel