CCTV Experts in Germany

• Creation of complete bilingual (DE/EN) security and emergency documentation: Business Continuity Plan / Disaster Recovery Plan, Incident Response Plan v2.0 with four case-specific playbooks (PICERL), Access Control Policy, Vulnerability Management Policy, Business Resilience Programme, Risk Governance Plan
• Consolidation into an integrated emergency manual (12 chapters) with immediate-action checklists for six emergency scenarios, a prioritized action table and a formal approval structure
• Review and documentation of the applicability of NIS2 and HinSchG, including the legal justification for non-applicability

• TrendReel, production LLM agent and RAG system (Python, LangChain, OpenAI, Groq/Llama 3, Claude, FastAPI, Kubernetes, PostgreSQL).
• Designed and built a production multi-step LLM agent system: a script generation agent with a per-platform psychology database, 7 viral narrative frameworks, and structured quality scoring, switching between Claude and Groq backends in real time based on output metrics.
• Implemented multi-provider LLM routing (Claude primary, Groq/Llama 3 fallback) with priority-chain failover and quality-based provider switching, achieving 95% inference cost reduction while holding measurable quality thresholds.
• Built an advanced RAG-style retrieval pipeline with per-platform knowledge bases, semantic content matching, and structured output evaluation across 7 decision frameworks, directly analogous to multi-tenant context-based reasoning for enterprise document workflows.
• BrainyAI, adaptive AI learning platform (Python, LangChain, Groq Llama 3.3-70B, OpenAI, Next.js, Supabase, Redis).
• Integrated Groq Llama 3.3-70B with education-level-aware prompting, dynamically adjusting vocabulary depth, citation complexity, and reasoning style across four student proficiency tiers.
• Nexus Prime, multi-tenant SaaS platform for marketing and growth automation (25 modules, 99 backend routers, 153 frontend files).
• Built a 25-module, 99-router multi-tenant SaaS platform covering ad remix, affiliates, WhatsApp inbox, email, and cart recovery, serving four subscription tiers from $199 to $1,999 per month with integrated Stripe, Paystack, and Flutterwave billing.
• AI Video Surveillance Platform, multi-tenant edge and cloud computer vision system currently in active client pitch.
• Designed a multi-tenant AI video surveillance platform combining edge YOLO26 inference on NVIDIA Jetson Orin NX boxes with a central GKE cloud layer (Postgres, Pub/Sub, ClickHouse, R2, Keycloak) for event storage, dashboards, alerting, and multi-tenancy.

Initial situation: The managing director wanted to move from a project model to a scalable product model. Product ideas were there, but the path to a product-oriented company was not.

Developed a market-ready, scalable offer

Sharpened market segmentation

Optimized offer structure and pricing

Positioned it as a premium product

Created consistent branding between product and company

Aligned the corporate website and LinkedIn campaign with product communication.

Entrepreneurial coaching

• Held direct line management responsibility for a team of 4 Platform Engineers — owning hiring, performance reviews, and career development — while establishing a shared engineering standards framework and coaching culture that accelerated delivery across client engagements.
• Led a team of engineers to architect a cloud-native voice AI system for a major inspection client, enabling 2,500 field inspectors to document work fully hands-free via real-time transcription and AI agents — eliminating manual data entry across 440,000 inspections per month and reducing per-user cost from $9 to $1. Stack: AWS (DynamoDB, S3, Transcribe, CloudFront, API Gateway, Bedrock), ElevenLabs, Claude.
• Led a team of engineers to automate multi-region Kubernetes cluster management for a global SaaS leader, reducing provisioning time from 3 weeks to under a day and eliminating 90% of configuration errors. Stack: EKS, Terragrunt, Python, Bash, ArgoCD.
• Accelerator - Cloud-Agnostic AI Platform: Architected and delivered a cloud-agnostic, Kubernetes-native platform as an accelerator, enabling multi-tenant, enterprise-scale management of self-hosted LLMs with concurrent deployment of multiple base models and dynamic LoRA adapter serving. Designed production infrastructure using open-source tooling (ArgoCD, Karpenter, vLLM, SGLang) with automated model lifecycle management, API security (Keycloak + LiteLLM), and cost-optimized GPU provisioning.

• Overall coordination of service providers for all infrastructure topics at a production site being set up in Baden-Württemberg
• Design and finding solutions for internet connectivity, building office communication networks, setting up WLAN in production and administration buildings, IP address management, password policies, time tracking, access control systems, backup strategies, emergency power planning, operating concepts, cost planning, event management, workplace setup including laptop/mobile phones/telephony, remote support, print servers
• Selecting suitable external service providers and planning to meet needs for spare parts, repairs, on-site service, network and workplace support including on-site system replacement by providers
• Choosing suitable external service providers for facility management and building technology (fiber optic connections, data center infrastructure, cable ducts etc.)
• Coordination with clients and service providers
• Escalation management, schedule control
• On-site presence for service meetings and managing service providers

• Implemented an access control solution and prepared tender documents for a visitor management system.
• As project manager, I was responsible for the successful rollout of a cloud-based access control system for two sites with around 4,000 employees.
• Accountable for the successful execution of the project.
• Created and aligned project plans and status reports with all stakeholders.
• Prepared/coordinated an initial effort or cost estimate and related planning for operational services implementation.
• Identified interfaces.
• Ensured budget and schedule compliance.
• As tender manager / demand manager, the following specific tasks were my responsibility:
• Analyzing potential suppliers.
• Gathering requirements.
• Creating and aligning the requirements catalog.
• Developing an evaluation matrix.
• Preparing the tender documents.

• Project and site management in steel production, mining, drive technology, power quality
• Consulting and sales in medical technology, safety equipment and video surveillance
• Wholesale of machinery/technological equipment and medical technology

• Software development
• Technical design of software architecture and design (considering functional and non-functional requirements)
• Frontend and Backend
• Refactorings
• Code reviews
• Unit tests
• Automated integration tests
• E2E tests

Global Identity Services (GIS) is the identity provider for the Digital Services Platform (DSP). GIS is responsible for authenticating and authorizing end users and other DSP services by issuing security tokens. This includes:

• Identity management (e.g., user registration, password reset and change, user profiles)
• Management of roles and permissions
• Single Sign-On (SSO) across DSP services
• Management of OAuth resources and terms and conditions

• Installation of CCTV components for rail customers
• Independent planning and installation of passenger counting systems in buses and trains for various German customers, including laying cables assembled in-house and procuring the installation material
• Supervision of installation work
• Development and production of prototypes and special installations
• Project handling for passenger counting systems to make operation easier on the customer side in different bus types
• Engineering planning
• Commissioning planning
• Training and support/supervision of external employees
• Conducting training sessions
• Planning, setup and support of test setups
• Planning of installations for technical equipment
• Site coordination
• Troubleshooting and fixing issues on the hardware and software side
• Creating installation documentation
• On-site installation
• Carrying out software updates
• CCTV installation
• Commissioning of systems
• Customer training on the systems
• System installation

• Consulting and hands-on support in setting up, operating, and optimizing modern Microsoft-based server and application environments with a focus on Windows Server
• Design, consulting, and optimization of Windows Server environments
• Analysis of existing application and system landscapes in production environments
• Identification of stability, availability, and performance bottlenecks
• Development and use of PowerShell scripts to automate recurring administration and operational tasks
• Creation of batch scripts to support legacy or transition scenarios
• Automation of provisioning, configuration, and maintenance processes
• Use of Ansible for standardized configuration and management of server and system landscapes
• Development and maintenance of Ansible playbooks for operational and rollout scenarios

• Led the end-to-end delivery of a SAP Supply Chain Management (SCM / TD / SD) ERP programme, covering project initiation, detailed requirements gathering, operating model definition, system design, build, testing, cutover, and global Go Live across Europe, Asia, and North America. Ensured the ERP solution supported key supply chain, manufacturing, and planning operations to enable future business growth.

• Conducted cross-functional workshops with Supply Chain, Procurement, Planning, Manufacturing, and Logistics teams to capture business requirements, define the future operating model, and map end-to-end system design. Consolidated over 150 requirements into structured documentation aligned with SAP standards.

• Shaped solution design and vendor engagement during the early discovery phase, supporting selection of best-fit technology partners and ensuring the system design covered production planning, inventory management, warehousing, logistics, and supply chain forecasting.

• Managed D365 configuration and troubleshooting, ensuring alignment with business processes and resolving integration issues between D365, SAP SCM modules, and surrounding systems.

• Supported Grain data model changes to lead ingestion of planning data into Snowflake and Footprint, enabling enterprise reporting and analytics development.

• Managed scope, timelines, risks, and dependencies across international teams spanning Europe, Asia, and the US, maintaining integrated project plans, issue logs, and executive reporting to drive stakeholder alignment and delivery momentum.

• Enabled the integration of AI-powered demand forecasting tools into supply chain planning processes, improving forecast accuracy, inventory turnover, and operational decision-making across multiple regions.

• Led SIT, UAT, and data migration phases, including design of test scenarios, defect triage management, and coordination of test execution to validate supply chain and manufacturing workflows prior to deployment.

• Delivered detailed cutover planning, business readiness activities, and hypercare support, ensuring a smooth and coordinated Go Live and full operational handover to business teams.

• Direct end-to-end IT projects across diverse complexity levels, encompassing initiation, planning, execution, monitoring, and project closure to align with strategic business objectives.
• Spearhead technology initiatives spanning workplace computing, network and server infrastructure, automation frameworks, and enterprise application solutions in supply chain, warehouse, manufacturing execution, and production planning domains.
• Implement comprehensive project management practices across all knowledge areas, including integration, scope, schedule, cost, quality, resource, communications, risk, procurement, and stakeholder management.
• Optimise project lifecycle processes by standardising methodologies and leveraging tools for scheduling, budgeting, risk mitigation, and quality assurance.
• Facilitate cross-functional coordination for timely resolution of project issues, dependencies, and inter-team communication gaps.
• Efficiently oversaw globally distributed delivery teams across the US, India, and Europe to optimise collaboration, productivity, and performance metrics.
• Executed client-driven project methodologies and requirements to translate business needs into actionable technical solutions.

• Supported design and drafting across architecture, interior, and landscape projects using AutoCAD, ArchiCAD, Revit, Climate Studio, GIS etc.
• Assisted with CAD drawings, design development, and documentation.
• Contributed to office organization and planning workflows.
• Participated in site visits and interdisciplinary teamwork.