Thomas

M.Sc. Business Administration & Senior BI Consultant

VantageAnalytics • Freelance

Jan 2026 - Present • 4 mos

Business Intelligence and Data Processing | Vantage BI & AI Almost 15 years of experience as a business economist (business degree, equivalent to an M.Sc.) – not in theory, but in practical work in operational management, supply chain management, strategic procurement, and executive-level reporting. I bridge the gap between business logic and data analysis so that insights can be applied practically, accurately, and efficiently. Data must not only be correct – it must work for you. 1. Business data processing and automation My background in reporting includes sales controlling, profit forecasting, liquidity planning, and raw material planning balances – created in Excel and delivered to senior management. Expert creation of VBA macros, complex formula architectures, Power Query, M-code, and ODB connections. Highlight: a fully automated cost center accounting system created from raw posting journals. Results include interactive dashboards, pivot architectures, and PowerPoint reports for senior management. 2. Visual Intelligence & Neural Reconstruction High-end restoration and image creation that goes beyond standard filters. Neural Reconstruction: Advanced latent space diffusion workflows within customized ComfyUI and Forge UI architectures — utilizing ControlNet, SAM, KSampler, FaceDetailer, tiled upscaling, noise injection, retouching, and colorization for forensic-level detail and authentic texture recovery. Custom Brand Assets: Photorealistic marketing visuals that transform raw inputs into sterile, high-end professional environments. Premium Quality: Specialized RTX-driven pipelines that deliver industrial-grade results — without the typical "AI-plastic look." The Vantage Promise: 15 years of operational experience. Academic precision. Industrial grade. No fluff — just performance.