I provide fractional SWE, CTO, and technical consulting services to organizations catalyzing impactful work at the intersection of climate change and machine learning.- Create interactive dashboards and visualizations to present climate data and model predictions, enabling stakeholders to make informed decisions based on real-time information.- Work closely with climate scientists, engineers, and policymakers to integrate AI and data science solutions into climate tech projects, ensuring comprehensive and impactful results.- Utilize GIS technology and spatial analysis to create climate models that predict the impact of climate change on various geographical regions.- Organize and lead workshops and training sessions on the use of AI and data science for climate technology applications.

- Engineered robust DSPy agentic workflows within the FrugalGPT framework to automate and optimize data processing tasks, enhancing system efficiency and reducing operational costs by 70% over the previous LangChain implementation.- Created pipelines for generating and managing vector embeddings, leveraging advanced NLP and deep learning techniques to transform textual data into high-dimensional vector spaces.- Implemented and fine-tuned ANN search algorithms for rapid and accurate retrieval of high-dimensional data, improving the performance of recommendation systems and search functionalities.- Applied techniques such as PCA, t-SNE, and UMAP to reduce the dimensionality of embeddings, balancing computational efficiency with the retention of critical information for downstream tasks.- Integrated user profiling and preference learning into the agentic workflow, utilizing vector embeddings and ANN searches to deliver personalized recommendations.- Designed and developed the full-stack application layer for the generative AI workflow, seamlessly integrating data pipelines, agentic processes, and user interfaces to streamline end-to-end system functionality and improve user engagement.- Acted as a technical cofounder, establishing a rapid feedback loop with users to iteratively refine features, ensure alignment with user needs, and accelerate product development.

I am the founder and principal at JP Signum, a boutique consulting firm. I provide digital media solutions for web and mobile technical architecture and development services. By conceiving, designing, and engineering innovative, creative material, I leverage the most modern and robust technologies to drive, elevate, and evolve my client's brands.