Clarion Isige

Built Python-based data collection and transformation pipelines for scrapping LLM training datasets. Applied Unix command-line tools and Bash scripting to automate data preparation and simulation workflows. Focused on reproducibility, using seeded runs to validate outputs and avoid variability in calculations. Developed scripts for deterministic data parsing and validation with error-handling mechanism

Architecting AI Applications using Python and LangChain. Automating and reviewing workflows on n8n and integration with third party AI APIs from Gemini, OpenAI and Cohere. Creating automatic backups of n8n workflows and retrieval to prevent data loss. Contributing to BackEnd system design for efficiency and scalability.

Data Analytics: Building ETL(Extract, Transform, Loading) tools using Python for General Insurance data. Data engineering using SQL and visualization by Domo. -Successfully cleaned, analyzed, and interpreted general insurance data using Python programming. -Leveraged Domo to create insightful visualizations, enabling identification and communication of key trends to various stakeholders. -Built and deployed machine learning models for regression, clustering customer data, achieving prediction accuracies exceeding 75% using IBM cloud. -Created churn models. Actively participated in data analytics team meetings, contributing to project discussions and identifying areas of process enhancement. -Engaged in research to identify areas to integrating large language models for effective business operations informing the AI Governance Strategy. - Build a RAG-enhanced chatbot. -Involved in initiating the concept of a dedicated ‘data analytics day’ to foster knowledge sharing and innovation within the team.

Provided technical expertise in data analysis to the Presidential Working Party on Education Reforms in Kenya. Conducted in-depth analysis of stakeholder submissions aligned with recommended Terms of Reference, utilizing Excel. Successfully collaborated with diverse teams and co-workers, developing strong networking skills.