Jermiah Jerome

Developing proactive agents for conversational commerce with intent routing and automated workflows. Built with Google AGK, A2A, MCP, and Vertex AI.

Human Layer of AI

• Develop end-to-end machine learning solutions, including data pipeline optimization, API integration, and fine-tuning of small language models (SFT & GRPO). • Conduct research on embedding-level bias analysis to promote ethical and fair AI systems. • Build agentic RAG pipelines to support advanced, real-world AI applications. • Develop internal tools to streamline model training and deployment processes. • Collaborate with clients to understand use cases, gather feedback, and refine solutions. • Contribute to business and technical proposal writing to align AI solutions with client needs and strategic goals. • Work with the core team focused on responsible and innovative AI development.

Strategic Adoption of Open-Source Multimodal Enterprise RAG: Challenges, KPIs, and Business Impact.

• Ensured compliance and mitigated regulatory risks for global electronic and audio communication surveillance across two products, minimizing operational vulnerabilities.

• Conducted data profiling and implemented a Data Quality process for Trade Reference Data in asset creation, enhancing data accuracy and ensuring 100% precision in NAV calculation. • Analysed data errors and developed dashboards to enhance data quality processes. • Automated workflows, reducing errors by 95% and processing time by 80%, earning the Kaizen Award for Innovation. • Designed and executed comprehensive data cleansing strategies and collaborated with cross-functional teams to establish quality benchmarks.

Research | Wealth management | Fund raising | M&A

• Performed cash flow analysis and forecasted requirements to ensure smooth financial operations. • Optimized inventory and procurement processes, minimizing wastage and avoiding project delays. • Analysed project budgets and financial reports, identifying cost-saving opportunities and reducing project expenses by 15%.