I'm Grzegorz Jacek Zbiec, a Senior Software Engineer and AI Engineer with over a decade of experience delivering Python-based full-stack applications, AI/ML systems, and data pipelines. I specialize in Django and FastAPI for scalable APIs, secure AI service integrations, and production-grade API key authentication. I work hands-on with PyTorch, TensorFlow, and Keras, and I’ve built LLM/SLM, TTS, chatbots, and advanced image processing workflows with OpenCV. I also design knowledge-driven AI using vector databases like Pinecone and graph databases like Neo4j for retrieval-augmented systems. My projects span eCommerce, SaaS, social media, and IoT on AWS and GCP, with robust DevOps, CI/CD, and modern software engineering practices (TDD, DDD, hexagonal architecture, and E2E testing with Playwright and Cypress). I enjoy mentoring teams and delivering reliable, scalable software.

GRZEGORZ JACEK ZBIEC

I'm Grzegorz Jacek Zbiec, a Senior Software Engineer and AI Engineer with over a decade of experience delivering Python-based full-stack applications, AI/ML systems, and data pipelines. I specialize in Django and FastAPI for scalable APIs, secure AI service integrations, and production-grade API key authentication. I work hands-on with PyTorch, TensorFlow, and Keras, and I’ve built LLM/SLM, TTS, chatbots, and advanced image processing workflows with OpenCV. I also design knowledge-driven AI using vector databases like Pinecone and graph databases like Neo4j for retrieval-augmented systems. My projects span eCommerce, SaaS, social media, and IoT on AWS and GCP, with robust DevOps, CI/CD, and modern software engineering practices (TDD, DDD, hexagonal architecture, and E2E testing with Playwright and Cypress). I enjoy mentoring teams and delivering reliable, scalable software.

Available to hire

I’m Grzegorz Jacek Zbiec, a Senior Software Engineer and AI Engineer with over a decade of experience delivering Python-based full-stack applications, AI/ML systems, and data pipelines. I specialize in Django and FastAPI for scalable APIs, secure AI service integrations, and production-grade API key authentication. I work hands-on with PyTorch, TensorFlow, and Keras, and I’ve built LLM/SLM, TTS, chatbots, and advanced image processing workflows with OpenCV.

I also design knowledge-driven AI using vector databases like Pinecone and graph databases like Neo4j for retrieval-augmented systems. My projects span eCommerce, SaaS, social media, and IoT on AWS and GCP, with robust DevOps, CI/CD, and modern software engineering practices (TDD, DDD, hexagonal architecture, and E2E testing with Playwright and Cypress). I enjoy mentoring teams and delivering reliable, scalable software.

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Experience Level

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Work Experience

Senior Software Engineer at Luxoft
January 1, 2022 - January 1, 2025
Led a cross-functional backend team (Python, AI chatbot, Data Engineering, Node.js) delivering production-grade microservices and real-time APIs that scaled to thousands of active users with 99.99% service uptime. Architected and delivered AI integrations using Vertex AI + OpenAI APIs, including secure API key management, message routing, and feedback-loop accuracy monitoring, which improved automated support resolution by 40%. Built high-availability data ingestion pipelines using Airflow + Spark + Pub/Sub + Postgres/BigQuery, reducing data freshness lag by 65% and improving visibility into platform operations. Productionized RAG chat systems with Pinecone vector search and knowledge embeddings — boosting assistant adoption and self-serve success by 35%. Established DevOps automation with Docker, Kubernetes, GitHub Actions CI/CD, IaC, and progressive delivery — 3× faster deployment cycles with zero-downtime rollouts. Mentored engineers in modern backend and AI practices, improvin
Full-Stack Developer at Luxoft
January 1, 2015 - January 1, 2022
Developed a national rental exchange platform for the UAE using Python + React + GIS, delivering real-time property availability, rental history, and pricing evaluation. Built geospatial features with PostGIS and spatial indexing for near-instant map rendering; engineered geo-ETL pipelines to ingest and reconcile data from government portals, third-party providers, and IoT sensors; integrated AI and LLM services for market analytics, automated pricing estimation, and property classification; launched an intelligent rental chatbot; implemented vector search with Pinecone for similarity matching; improved security with OAuth2 authentication; set up CI/CD pipelines with GitHub Actions; migrated workloads to AWS/GCP with autoscaling.

Education

Bachelor’s Degree in Computer Science at Central Arizona College
January 1, 2010 - January 1, 2014

Qualifications

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Industry Experience

Software & Internet, Professional Services, Media & Entertainment, Retail

Experience Level

Expert
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