About Jimmy
Senior SRE & Automation Architect | APIs, Python & AI
With 8+ years of experience in global enterprise environments (Ericsson, Xylem), my technical backbone is built on stability, uptime, and incident management. My absolute passion lies in modernizing IT operations through automation and code.
Core Expertise & AI Workflow:
I use PowerShell daily to build self-healing systems and connect large platforms (SolarWinds, Control-M) via REST APIs. Beyond infrastructure, I drive advanced R&D in Python and AI. Acting as an architect for system logic and security, I leverage LLMs to accelerate code generation, delivering complex systems in record time.
Advanced R&D Projects:
- Enterprise AI Interface: A RAG application featuring vector databases, dynamic LLM routing, cross-session memory, and built-in FinOps/cost control.
- Semantic AI Sync: A real-time Python tool using semantic AI to calculate dynamic time-offsets in data streams, with automated API translation.
- HLS Stream Proxy: A network proxy server that caches live video streams and injects metadata on-the-fly via FFmpeg.
- Smart Linux VPN Gateway: Ubuntu-based gateway with policy-based routing (split-tunneling via dnsmasq, AdGuard DHCP). Inspects and routes specific traffic via VPN/ISP and handles automated dynamic port forwarding.
What I am looking for:
As an independent B2B consultant, I seek 100% remote assignments where my blend of deep infrastructure knowledge and modern automation creates maximum impact. I excel in asynchronous work, taking full ownership to deliver against critical SLAs—whether the role involves SRE, system integration, or driving new AI initiatives.
Swedish
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- XylemSenior IT Infrastructure Specialist / SRETECHAugust 2018 - Today (8 years)Kalmar, SwedenTechnical Lead for enterprise monitoring (SolarWinds Orion) in a large-scale, global environment across multiple data centers. Primary focus includes ensuring uptime, building robust integrations, and automating manual processes.
- Developed complex API integrations between external systems (e.g., Control-M) and SolarWinds.
- Automated operational routines, self-healing mechanisms, and deployment processes using PowerShell.
- Led extensive migrations from SCOM and Patrol Central to modern monitoring platforms.
- Managed and monitored Windows Server, VMware vSphere, and Globalscape EFT.
Act as Technical Lead in infrastructure projects with a focus on operational reliability and modernization. - R&D / Own ProjectsPython & AI Automation EngineerTECHSeptember 2025 - Today (11 months)Kalmar, SwedenDevelop advanced automation, integration, and AI tools in Python to solve complex data and system workflows.
- Enterprise AI Interface: Designed and built a complete Retrieval-Augmented Generation (RAG) application leveraging vector databases. The interface supports LLM routing between various models (e.g., Gemini, Llama) based on context, session-based memory management, API fallback logic (free/paid tiers), and built-in cost control/FinOps capabilities.
- SemSubSync (Semantic AI Sync): Developed an advanced synchronization tool in Python leveraging semantic AI to identify anchors in data streams. The tool calculates dynamic time offsets (FPS calculation) and processes files in real time. Includes built-in logic for automated translation of missing data via LLM APIs.
- Teletext HLS Proxy: Developed a video stream proxy in Python that handles and caches live video streams (HLS) to mitigate network disruptions. The script injects metadata and text on-the-fly using FFmpeg, delivering a stabilized video stream.
- Axians (Ericsson Contract)IT Infrastructure SpecialistTECHJanuary 2017 - August 2018 (1 year and 7 months)Linköping, SwedenWorked three-shift rotations (day/evening/night) within an extremely high-intensity IT environment at Ericsson's Front Office.
- Responsible for 24/7 systems monitoring and critical incident management.
- Played a key role in the operations team, collectively owning and resolving over 90% of all incoming escalations and IT issues.
- Performed extensive troubleshooting and proactive problem-solving in a large-scale, global enterprise environment.
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Education
- AZ-104 Microsoft Azure AdministratorInstructor-led Corporate Training (Blended Learning)2026An intensive, instructor-led course focused on managing, securing, and deploying cloud infrastructure in Microsoft Azure. Core areas: Azure, Cloud Infrastructure, Virtual Networking, Cloud Computing.
- Folkuniversitetet VästIT Technician, Infrastructure and Systems2017A specialized, hands-on IT program focused on enterprise infrastructure and system operations. I actually graduated with the highest possible grades in all my core subjects, including PowerShell scripting, Active Directory, virtualization, and firewalls. Core areas: Windows Server, Virtualization, Active Directory, PowerShell, Firewalls, Cloud Services.
Certifications
- CCNA Routing and Switching: Introduction to NetworksCisco Networking Academy2016
- MTA: Security FundamentalsMicrosoft2012