Geraldine B.

I help clients turn high-volume data and hardware into reliable, production-ready systems. I focus on building systems that manage the entire data lifecycle, from high-volume web scraping to normalization and cloud deployment. I design these flows to be highly traceable and seamlessly integrated into secure, audit-ready production environments. Technical Focus Areas • Autonomous Data Acquisition: Designing robust scraping pipelines to fetch real-world data for product content generation, listings categorization, and market research. • Agentic Orchestration: Implementing multi-agent systems to handle multi-step reasoning and operational tasks. • AI Security & Governance: Adding security guardrails for agent steering, prompt injection mitigation, and data anonymization. • Cloud-Native Foundations: Deploying secure AI pipelines with a focus on automated monitoring, volume validation, and early-warning alerts. • Computer Vision & Robotics: Developing ROS 2 packages for industrial manipulators, integrating motion planning and fine-tuned real-time object detection models. • Control Interfaces: Developing desktop and web-based UIs for robot control. Selected Experience & High-Impact Projects AI Automation • AI Listing Automation: End-to-end system that scrapes technical product sources, uses LLMs and embeddings to organize and categorize catalog content, and applies computer vision (SAM) for automated image editing. Replaced manual catalog work at scale. • Agentic Infrastructure: Architected and deployed autonomous agents to handle multi-step data processing and research tasks with high precision, ensuring end-to-end data quality validation and process logging. • Multilingual Technical Standards Engine: Standardized robotics and industrial terminology across ES, FR, DE, and NL using AI-driven linguistic dictionaries and prompt engineering, enabling consistent cross-market product data. Robotics & Computer Vision Specialist • Intelligent Vision Systems: Engineered real-time object detection and facial recognition systems for autonomous quadruped robots and industrial arms. • Industrial Robotics: Created custom ROS 2 packages for industrial manipulators, integrating MoveIt2 for motion planning and Gazebo for simulation. • Control Interfaces: Developed desktop and web-based UIs for robot control. Technical Toolkit • Automation & Scraping: Playwright, Selenium, BeautifulSoup, Tavily. • LLMs & AI Agents: OpenAI API / ChatGPT, Claude, Gemini, LangChain, MCP, RAG, Embeddings, ChromaDB. • Vision: YOLO, OpenCV, Segment Anything Model (SAM), PyTesseract. • Backend & Cloud: Python (FastAPI, Flask), .NET 8, PostgreSQL, Docker, GCP, GitHub Actions. • Infrastructure: Docker, Cloudflare Zero Trust, SQL Server, Terraform. • Robotics: ROS 2, MoveIt2, Gazebo, ESP32, Arduino, Raspberry Pi, OAK Camera, Python, C++. Operational Approach I focus on the architecture of systems that run in production with high reliability. I prioritize technical accuracy, security-first deployment, and the development of maintainable codebases that scale with business requirements.