Shipped products, founder builds and technical talks

Selected projects

Open source · Oracle

python-oracledb

Product owner for the Python driver to Oracle Database. 20M+ monthly PyPI downloads, used across data, analytics and AI workloads. Roadmap, release direction and developer ecosystem.

Founder · Women's health intelligence

spirala.ai

I'm currently building spirala.ai, an AI platform that turns fragmented women's health history and personal data into personalized insights, decision support and action priorities

Founder · Clinical AI

MentalogicAI

Clinical documentation platform for the mental health field. Voice recorded encounters converted into Medicaid compliant notes with FastAPI, Whisper, GPT, FHIR/HL7 and PDF export.

Founder · Co-built

next-chapter.cloud

Original concept and product direction. Co-built. A free app for people impacted by RIFs.

Developer ecosystem

GDP4Py, Global Developers Program for Python

Created and led Oracle's Python developer program. A direct feedback loop with the Python community that shaped roadmap, surfaced gaps and drove adoption.

Conference talks & demos

Technical builds delivered on stage

AI · Vector search

Vector Similarity Search for e-commerce

End-to-end embedding based image and text similarity search using Python, PyTorch, ResNet, the VECTOR data type and python-oracledb

AI · RAG

Python RAG & Hybrid Search

Prototype connecting Python, LLMs, embeddings, keyword retrieval and vector search on Oracle 26ai. Text and image embedding generation, storage and hybrid retrieval.

Workflow · Embeddings

AI Workflow Automation with n8n

Semantic and hybrid search workflow using n8n, ONNX embeddings and database native vector capabilities. Ingestion, embedding generation and retrieval.

Geospatial · Python

Spatial Analysis with GeoPandas

End-to-end spatial workflow combining GeoPandas with database native spatial processing. k-NN analysis and Folium visualization for location based insights.

R Consortium · Webinar

Super Charging R with Oracle Database

R Consortium webinar on connecting R workflows to Oracle Database for scalable analytics. Watch the webinar.

Oracle AskTom · Session

AskTom Session: python-oracledb

Live AskTom session covering python-oracledb features, best practices and developer Q&A. Watch on AskTom.

Tutorials & workshops

Hands-on learning content

Oracle LiveLabs · Workshop

Getting Started with Python and Oracle Database

Author of Getting Started with Python and Oracle Database - a hands-on workshop walking developers through connecting Python to Oracle Database with python-oracledb, from setup to first queries.

Research

Academic work

Thesis · Data mining

Data Mining for Automatic Detection of Substitution and Complementary Effects in Retail Transactional Data

Research thesis on detecting substitution and complementary product relationships from retail transactional data. View on WorldCat.