17.10.2026 aktualisiert

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Software / AI Engineer

Berlin, Deutschland
Weltweit
BS Software Engineering (in progress) - National University of Tucuman, FACET
Berlin, Deutschland
Weltweit
BS Software Engineering (in progress) - National University of Tucuman, FACET

Profilanlagen

lucas_kempe_resume.pdf

Skills

AI AgentsMLflowAuth0MLOpsAzure DevOpsJavaAndroidAuthenticationsUnit TestingPythonMachine LearningNatural Language ProcessingNGINXOAuthRabbitMQRedisTransformerWebSocketZookeeperFastAPIKotlinPlaywrightCloudflareApache KafkaCeleryArtificial Intelligence Markup Language (AIML)Natural Language GenerationWeb Api
AI & Machine Learning Engineering
Design and implementation of AI-driven systems including transformer-based NLP models, PyTorch RNN/LSTM for time-series prediction, recommendation engines with collaborative filtering and embeddings, and multi-provider LLM routing across Anthropic, OpenAI, Gemini, DeepSeek R1, NVIDIA NIM, Ollama, and OpenRouter with cost/token-aware tiering and prompt caching.

Autonomous Agent & Multi-Agent Systems
Architecture of autonomous multi-agent platforms including a 19-skill B2B outbound system with parallel fan-out, speculative race endpoints, and Redis state machine, as well as a 7-agent event-driven SEO/GEO/AEO pipeline with self-modification loops using FastAPI, APScheduler, and Redis pub/sub.

Cloud Infrastructure & Backend Engineering
Full-lifecycle cloud engineering on Azure and self-hosted VPS environments using FastAPI, PostgreSQL, Celery, Redis, Kafka, Zookeeper, RabbitMQ, WebSockets, Docker, Nginx, Fail2ban, Wireguard, and PM2, including JWT-secured inference endpoints and cost-aware deployment and monitoring.

Browser Automation & Web Scraping
Large-scale browser automation using Patchright and Playwright with BrightData proxies, OAuth and session injection on LinkedIn, X, Reddit, Quora, and TikTok.

Event-Driven ML Pipelines
Construction of event-driven ML pipelines on Kafka and Zookeeper, streaming ride events into feature stores and low-latency inference endpoints, including real-time inference via RabbitMQ and WebSockets.

Cloudflare Workers & MCP Development
Development of personal AI platforms and MCP servers on Cloudflare Workers, including passkey-bootstrapped WebAuthn, OAuth-gated endpoints, and integration with Binance, VTEX, and WebXR environments.

Mobile & Android Development
Android API integration with persistence layers and multi-platform UI development with reusable components for AI dashboards.

Java/Kotlin Backend Development
High-throughput shared data layer development using Java and Kotlin with rigorous unit testing and Bugsnag crash monitoring, applicable to model drift and inference health patterns.

WebXR & 3D Visualization
Development of WebXR Vision Lab experiences using Three.js immersive scenes and in-browser VLMs such as transformers.js SmolVLM and Moondream2, wired to orbital task routers and deployed via GitHub Pages.

Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2020

Sprachen

DeutschGrundkenntnisseEnglischverhandlungssicherSpanischMuttersprache

Projekthistorie

AI Systems Engineer

SalesSystems AI
Architected an autonomous B2B outbound platform on FastAPI/PostgreSQL/Celery/Redis with 19 stateless skills including onboarding, lead sourcing, enrichment, LinkedIn engagement, inbox classification, and meeting handover, featuring parallel fan-out, speculative race endpoints, and a Redis state machine. Built a 7-agent event-driven SEO/GEO/AEO pipeline with a self-modification loop. Implemented multi-provider LLM routing and browser automation at scale. Managed self-hosted VPS with 15+ PM2 services, 25+ MCP servers, and a 69-skill internal library.

Software Engineer

Zippe LTD
Built AI-enhanced ride-sharing apps using PyTorch RNN/LSTM for ETA and dynamic pricing on time-series ride and traffic data, achieving approximately 18% lift over rule-based baselines. Developed event-driven ML pipelines on Kafka and Zookeeper, full lifecycle cloud deployment on Google Maps API and PyTorch, and a recommendation engine with collaborative filtering and embeddings for ride/driver matching.

Founder / Developer

Meridian (Personal Project)
Personal AI platform at ask-meridian.uk built on Cloudflare Workers, MCP, and GitHub Pages. Projects include HelioCast (multi-spacecraft solar irradiance triangulator), finance-mcp (personal finance MCP with WebAuthn and OAuth), binance-proxy (Fly.io sidecar bridging CF Workers to Binance), pharmacy-mcp (VTEX MCP for Farmacias del Pueblo), lens (WebXR Vision Lab with Three.js and in-browser VLM), and meridian-orbital (task-to-orbital classification MCP with Llama-3.3-70B and online-learning pairwise-SGD).

AI Engineer

JobKontor GmbH
Developed transformer NLP models for in-app chat covering intent, sentiment, and response generation with HuggingFace models fine-tuned on domain data. Implemented real-time inference via RabbitMQ and WebSockets, HA Kafka streaming for async ML workflows, and end-to-end pipelines on Azure using pandas, numpy, PyTorch, and TensorFlow with JWT-secured inference endpoints.

Software Engineer

MercadoLibre
Built a high-throughput shared data layer for cross-app sync as a foundation for feature stores and real-time serving. Used Java and Kotlin with rigorous unit testing and Bugsnag crash monitoring.

SE Intern

Globant
Android API integration with persistence layers and multi-platform UIs and reusable components for AI dashboards.

Developer

Lab9
Android API integration with persistence layers and multi-platform UIs and reusable components for AI dashboards.

Portfolio


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