Über Lukas
Full Stack AI Engineer | Shipping Production-Ready AI Agents, Automation & SaaS Systems
I build production-ready AI agents & automation systems that:
✅ Replace manual work
✅ Scale operations
✅ Turn unstructured data into actionable decisions
💼 7+ years of hands-on experience shipping AI & full-stack systems in Energy ⚡ | SaaS 💻 | Fintech 💳 | Property 🏢 — no demos, no slideware.
🛠️ What I Deliver (Outcomes, Not Buzzwords):
🌐 Scalable Web, AI Apps → Web & mobile apps integrated with HubSpot, Zoho & custom CRMs
🤖 AI Agents → Analyze PDFs, reports, sensor logs & documents using LLMs + RAG
⚡ Automation Pipelines → Cut human workload, response time & operational friction
📂 Real Work I’ve Shipped:
🏗️ Architected a multi-agent AI platform automating geological analysis & drilling optimization for oil & gas
📝 Built autonomous content & persona AI systems powering an AI-generated social platform
💡 Delivered LLM-driven CRM assistants for onboarding, FAQs, lead qualification & routing
⚙️ How I Work:
I own problems end-to-end — from architecture & APIs to cloud deployment — and ship systems that are secure, scalable & production-ready.
💻 Core Stack:
Python 🐍 | Node.js 🌐 | FastAPI ⚡ | React ⚛️ | Next.js ⏭️ | Angular/AngularJS ❄️ | OpenAI 🤖 | Custom LLMs 📚 | Database - Mongo, MySQL, PostgreSQL, Supabase, Firebase 🗄️ | Zoho 🔗 | n8n ⚙️ | AWS ☁️ | Devops 🌩️
🎯 Open To:
Full Stack AI Engineer · AI Automation Engineer · AI Agent Developer
Englisch
Verhandlungssicher
Ukrainisch
Muttersprachlich oder zweisprachig
Nur remote
Führt Projekte hauptsächlich remote aus
Projekt- und Berufserfahrung
- Gain EnergyFull Stack AI Automation EngineerDIGITALAGENTUREN & IT-CONSULTINGSeptember 2024 - November 2025 (1 Jahr und 2 Monate)- Architected an AI agent platform that automated geological analysis, drillingoptimization, and operational intelligence for oil & gas companies.- Built multi-agent systems using LLMs (GPT, Claude, custom RAG pipelines) to interpret unstructured field data, documents, and sensor logs.- Developed automation workflows to collect, clean, and classify engineering data from PDFs, reports, SCADA systems, and external APIs.- Integrated geospatial analysis tools and ML models for predictive maintenance and extraction efficiency forecasting.- Delivered secure cloud architecture using AWS (ECS, Lambda, DynamoDB, KMS) with enterprise-grade IAM and audit logging
- Butterflies.AIFull Stack DeveloperDIGITALAGENTUREN & IT-CONSULTINGSeptember 2023 - August 2024 (11 Monate)Washington D.C., Vereinigte Staaten- Developed core backend automation workflows Powering an AI-generated social platform, enabling autonomous content creation and user interactions.-Built AI agent pipelines using OpenAI GPT models to simulate human-likeconversations, persona-based posting, and community engagement.- Designed scalable microservices for content generation, media rendering, usersfeed ranking, and moderation.- Implemented web scraping tools for trend extraction, sentiment analysis, anddataset generation to improve persona realism.- Integrated distributed task queues and serverless jobs (Google Cloud Functions, Cloud Tasks) to handle high-volume automated posting activities.- Optimized prompt engineering and fine-tuned LLMs for distinct personalities,emotional tone, and predictable conversational behaviors.
- Freedom Property InvestorsFull Stack Software DeveloperDIGITALAGENTUREN & IT-CONSULTINGOktober 2022 - August 2023 (10 Monate)- Built an AI-powered member care management platform that automatedcustomer communication, case tracking, and onboarding flows.- Integrated LLM-driven assistants to handle FAQs, schedule calls, and routeinquiries to the appropriate property experts.- Developed backend automation pipelines (Python and Node.js) for leadqualification, CRM updates, and personalized property recommendations.- Implemented data extraction tools to analyze property reports, investmentdocuments, and market insights for member support.- Deployed cloud services on GCP to ensure secure data handling, scalability, and high availability.
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Ausbildung und Abschlüsse
- Bachelor of Science in Computer ScienceTechnical University of Berlin2018• Focus: Software Engineering, Algorithms, Automation • Early AI coursework & workflow automation • Built foundational backend + API integration systems • Built a high-quality, scalable frontend
Zertifizierungen
- Web Programming with AngularBTK Academy2021
- Certified Full Stack DeveloperUdemy2020