Sebastian G.

Media Educator & Digital Workflow Specialist | Daycares

Nov 2025 - Present • 11 mos

Specialized in digitizing complex documentation workflows and managing large volumes of qualitative data. Unstructured Data Management: Responsible for comprehensive developmental documentation, requiring the structuring and synthesis of massive amounts of qualitative, unstructured text data. Digital Transformation: Integrated digital tools into daily operations to optimize internal processes and build foundational knowledge architectures. Domain Expertise: Provided the deep domain knowledge necessary to structure human-centric data for later algorithmic processing and AI assistance."

Founder & Lead AI Data Engineer

Jan 2020 - Present • 6 yrs 9 mos

Spearheading the development of domain-specific AI solutions and local LLM architectures. AI & Model Fine-Tuning: Developed and fine-tuned the 'EleMo' model family (based on Mistral and Qwen architectures) using parameter-efficient techniques (LoRA, QLoRA) for specialized text generation. RAG Data Pipelines: Architected automated Python-based ETL pipelines to ingest, clean, and transform unstructured documents (complex PDFs) into high-quality, token-optimized Markdown for Retrieval-Augmented Generation. Local Infrastructure: Deployed fully offline, privacy-compliant AI knowledge bases using tools like AnythingLLM, DEVONthink, and custom Python scripts on high-performance Apple Silicon hardware."