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Marcus Neufeldt

Lead AI Solutions Architect. I build enterprise-grade AI solutions that create strategic business value.

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AI Product Development

From concept to C-level presentation
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High-Velocity Automation

Delivering 4-month projects in 2 days
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Strategic Leadership

Solving core business & infrastructure challenges
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About Me

Lead AI Solutions Architect with a track record of delivering enterprise-grade AI systems that drive strategic business impact. Specialized in transforming complex operational challenges into intelligent, scalable solutionsβ€”from high-velocity process automation to full-stack AI platforms that influence C-level strategy.

AI Product Development Architected and built full-stack AI applications from concept to production, including enterprise BPMN platforms, intelligent document processing systems, and risk management solutions that directly impacted business operations.
Strategic Leadership Presented complex technical solutions to C-level executives and board members, delivered projects that became company lighthouse initiatives while solving critical infrastructure bottlenecks.
Organizational Impact Created tools and processes that amplified team capabilities, enabled non-technical staff to leverage advanced AI systems while driving cross-functional collaboration and departmental transformation.

Strategic Achievements

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Rapid Career Advancement

Evolved from data analysis role to Lead AI Solutions Architect through demonstrated delivery of enterprise-grade AI systems and strategic business impact

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Lighthouse Projects

Delivered enterprise-grade AI solutions designated as company Lighthouse Projects, presented to Senior Management Board and CEO

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High-Velocity Delivery

Delivered complex automation project in exceptional timeframe with substantial operational efficiency improvements and measurable business impact

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Enterprise Impact

Led cross-functional collaboration fixing enterprise GenAI Gateway infrastructure bottleneck, unlocking AI potential company-wide

Featured Case Studies

Three enterprise-grade AI solutions that demonstrate strategic business impact

Airlane: Architecting an AI-Powered Enterprise Process Platform

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The Challenge

Business processes were being designed manually, leading to downstream data inefficiencies. The company relied on expensive, non-AI external tools like Signavio.

My Solution

I independently designed and built "Airlane," a professional BPMN platform with a core AI engine that can generate and optimize entire workflows from natural language, rivaling enterprise solutions.

Business Impact
Strategic Asset Reduced Design Time from Weeks to Minutes Proactive Process Optimization
Full-Stack β€’ AI Architecture β€’ BPMN β€’ Product Development

Automated ATA Code Assignment: A 60x Project Acceleration

The Challenge

Highly skilled aircraft maintenance planners were spending hours on the repetitive, manual task of assigning Air Transport Association (ATA) specification codes.

My Solution

I developed a RAG/LLM system over a 500k-entry database that automates the process with high accuracy, delivering what was planned as a 4-month project in just 2 days.

Business Impact
Delivered in 2 Days (vs. 4-Month Plan) Substantial Annual ROI Freed Up Expert Resources
RAG/LLM β€’ Process Automation β€’ Aviation Standards

AirClaim: AI-Powered Discovery of Hidden Aircraft Damage Claims

The Challenge

Buried aircraft damage cases in operational documents were going unnoticed, resulting in missed insurance claims and financial losses.

My Solution

I built AirClaim, a full-stack AI application that ingests operational documents and uses intelligent analysis to uncover hidden damage cases that qualify for insurance claims.

Business Impact
Discovered Hidden Claims Reduced Revenue Loss Automated Damage Detection
Document AI β€’ Claims Detection β€’ Full-Stack

Skyboard: Real-Time Aviation Risk Intelligence Platform

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The Challenge

Aviation operations require real-time awareness of geopolitical risks, airspace restrictions, and route safety across 88+ countries, but existing solutions lack integration between live flight data and current risk intelligence.

My Solution

I architected Skyboard, a comprehensive aviation risk monitoring platform that combines live flight tracking, AI-powered country risk assessment using Perplexity search, and automated risk analysis with real-time route safety calculations.

Business Impact
Real-Time Risk Monitoring (88 Countries) Automated Daily Risk Assessment Live Flight Safety Intelligence
Perplexity API β€’ AI Risk Analysis β€’ Real-Time Data β€’ Aviation Intelligence

The Full Project Arsenal

Additional AI solutions and infrastructure improvements

Scema - Intelligent Document Parser

Automated data extraction and schema generation from complex PDFs

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NOTAM Safety Analysis Platform

Aviation safety tool analyzing 5,750+ obstacles against flight paths

Real-Time Cognos Data Pipeline

Re-architected brittle workflow into robust, real-time API solution

Enterprise GenAI Gateway Fix

Cross-functional collaboration fixing infrastructure bottlenecks

Automated Snowflake Schema Generator

AI-ready database context mapping for natural language queries

Crew Dispatch App Prototype

Rapid prototyping from observed business needs

Personal Innovations

BTC Price Tracker

A real-time crypto portfolio tracker built with WebSockets, demonstrating passion for financial technology and continuous learning.

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GitHub Activity

Continuous development and contribution history across multiple projects and technologies.

GitHub Contribution Chart
955 contributions in the last year
View GitHub Profile

Let's Build Something Strategic

Interested in AI solutions that drive measurable business impact? Let's discuss how intelligent automation can transform your operations.

Portfolio: smartaboutit.app
LinkedIn: marcusneufeldt
Specialization: Enterprise AI β€’ Process Automation β€’ Strategic Leadership

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