Erik Jakubowski
ML EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Enterprise Architect | Agentic Systems & RAG | AI Red-Teaming & LLM Security | AI Cloud Native & MLOps | Technical Editor
I’m an AI Engineer specializing in production LLM systems, AI security, and cloud-native platform development, with a focus on building scalable, secure, and reliable AI applications in enterprise environments. My experience spans end-to-end system design, AI service development, application containerization, and cloud deployment. I work extensively with Gen AI integration, inference pipelines, and AI architectures, translating advanced capabilities into production-ready platforms. I bring a security-first approach to AI system design, with expertise in AI threat modeling, secure prompt engineering, adversarial testing, and aligning deployments with enterprise security standards.
Independent Consultant
AI Systems Consultant
June 1, 2023 – Present
Remote
Ultimus Fund Solutions
Software Engineer
August 1, 2020 – March 1, 2023
Remote
Concord
Software Application Developer Consultant
March 1, 2019 – August 1, 2020
Hopkins, Minnesota, United States · On-site
Solution Design Group
Software Developer Consultant
February 1, 2017 – March 1, 2019
Golden Valley, Minnesota, United States · On-site
Cultural Fit Analysis
The candidate's experience spans consulting, financial services, healthcare, and publishing, demonstrating a broad adaptability to different industry cultures and technical challenges. Their recent focus on AI/ML, particularly in security and advanced architectures, aligns well with innovative and forward-thinking environments. The independent consultant role suggests self-motivation and the ability to drive projects autonomously, which can be a strong cultural fit for agile and high-autonomy teams.
Soft Skills & Operational Fit
The candidate's experience as an independent consultant and technical editor suggests strong problem-solving, critical evaluation, and communication skills. Their work on security guardrails and adversarial testing indicates a proactive and detail-oriented approach to system robustness. The diverse project portfolio implies adaptability and the ability to integrate into various operational contexts.