Freelancers using XGBoost in Dallas
Freelancers using XGBoost in Dallas
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Adam J. Rychlik
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Dallas, USA
Principal Engineer | I scale Cloud, AI, and data platforms
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Principal Engineer | I scale Cloud, AI, and data platforms
24
Engineered an event-driven system to perform real-time insurance risk scoring and lead routing. š The Engineering Stack: ML Integration: Integrated XGBoost predictive models directly into the production microservices architecture. Event-Driven: Utilized Spring Boot and RabbitMQ to process event streams with high throughput and low latency. Impact: Enabled instant lead routing based on risk, streamlining underwriting decisions. This demonstrates expertise in building robust, high-performance systems where every millisecond counts.
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Dynamic Query Prediction and Optimization System
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Local RAG Pipeline Development for 1artifactware
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Built a SaaS Marketing Automation Platform on Oracle Kubernetes (OKE). I designed and deployed lartifactware Marketing, a system that automates PPC campaigns across Google and Social. š The Engineering Stack: Backend: Java / Spring Boot microservices. Infra: Oracle Kubernetes Engine (OKE) & Docker. DevOps: Zero-downtime CI/CD via GitHub Actions & OCI CLI. Data: DynamoDB + FAISS for high-speed ingestion. This project proves my ability to architect and scale cloud-native systems from scratch. https://marketing.1artifactware.com
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