Shane G

Senior Workflow Automation Specialist

ABB • Freelance

Nov 2021 - Present • 4 yrs 11 mos

Architected Advanced AI Pipelines: Designed and deployed scalable multi-agent AI workflows using n8n, integrating complex logic gates, data transformations, and state management. Custom LLM & Vector DB Integration: Built bespoke AI agents connected to cutting-edge Large Language Models (LLMs) and vector databases (such as Pinecone), utilizing Python and JavaScript for advanced data parsing and retrieval-augmented generation (RAG). Business Process Automation: Automated end-to-end business operations—including intelligent customer support ticketing systems, automated lead qualification pipelines, and CRM syncing—reducing manual operational overhead for clients. API Orchestration & Webhooks: Engineered robust API integrations bridging third-party software (Slack, HubSpot, OpenAI, Google Workspace, etc.) with custom webhooks to ensure seamless, real-time data flow across client ecosystems.

Senior Data Scientist

Mantel Group • Temps plein

Dec 2024 - Jan 2026 • 1 yr 1 mo

Machine Learning Model Development: Designed, trained, and deployed predictive machine learning models (using regression, classification, and clustering algorithms) to solve complex business problems and drive data-backed decision-making. Data Engineering & ETL Pipelines: Built robust data extraction, transformation, and loading (ETL) pipelines using Python (Pandas, NumPy, Scikit-Learn) to clean, process, and analyze large-scale structured and unstructured datasets. Predictive Analytics & Forecasting: Developed time-series forecasting models and customer segmentation frameworks, helping clients optimize inventory management, target marketing campaigns, and increase conversion rates. Data Visualization & Dashboarding: Created interactive, high-impact data dashboards using tools like Tableau, Power BI, or Python visualization libraries (Matplotlib, Seaborn) to translate complex statistical insights into clear business metrics for stakeholders.