01
Founder · Women's health intelligence
Spirala
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
I build AI native products that make complex data usable
Principal Product Manager at Oracle, founder and builder working across AI data platforms, developer ecosystems and women's health intelligence.
San Francisco, CA
Available for selective collaboration
20+
Years
Across software, analytics, AI, consulting and product leadership
20M+
Monthly PyPI downloads
Public PyPI download scale for python-oracledb. PyPI numbers include automated installs, CI runs and repeat environments.
4
Founder projects
Veracity Strategies, spirala.ai, SignalPM and MentalogicAI
01
Career chapters
From data mining research to AI native product leadership
2017 to Now
Principal Product Manager, Oracle
- python-oracledb
- Vector search
- RAG
- GDP4Py
- Applied ML
- FAW
- ERP
Eight years of product leadership across AI, ML, analytics and developer platforms, from ERP analytics through to AI native database capabilities.
2015 to 2017
Information Architect, Director, Oracle BI & Data Warehousing · NL / UK
- Architecture
- Presales
Solution architecture and presales across analytics, cloud migration and enterprise BI programs
2014 to 2025
Founder & CEO, Veracity Strategies · London
- Founder
- Consulting
Independent consulting practice in analytics, BI, data warehousing and enterprise reporting across UK and European clients
2009 to 2014
Lead & Senior Consultant, Capgemini · Beyond Systems
- OBIA
- OBIEE
- ETL
Full lifecycle analytics and data warehousing programs across finance, HR, procurement, public sector and energy
2007 to 2009
Researcher, Data Mining, KSS Retail · University of Manchester
- Research
- M.Phil.
Applied research on substitution and complementary effects in retail transaction data using extended Apriori, chi-squared and correlation analysis
02
Projects
Shipped products, founder builds and workshops
Tap a category below to expand and read more about each one.
Selected projects
Shipped products and founder builds
02
Founder · Product intelligence
SignalPM
Building SignalPM, an AI copilot for Product Managers that turns messy feedback, sales pressure and analytics signals into a clear, prioritized view of what deserves the roadmap vs. what is just noise.
03
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.
04
Founder · Co-built
next-chapter.cloud
Original concept and product direction. Co-built. A free app for people impacted by RIFs.
05
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.
06
Oracle · Analytics product
Fusion Analytics Warehouse
I was part of the initial team to take the product from 0 to 1.
07
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.
03
Expertise
Where the work happens
AI & ML systems
PyTorch, vector similarity search, embeddings, RAG, LLMs, AI agents, MCP servers, applied ML
Workflow & developer platforms
Python, R, n8n, database drivers, APIs, open source integrations, developer tools
Product leadership
Roadmap and release ownership, research to product execution, cross-functional delivery
Technical communication
Conference speaking, technical content, developer advocacy, customer training
04
Selected speaking
Conference stages and technical communication
Topics include AI workflows with n8n, vector similarity search and RAG, Python data frames, geospatial analytics and database high availability. Published technical content on Medium, Oracle blogs, AskTom and YouTube.
- Oracle OpenWorld
- PyTorch Conference
- PyCon
- DeveloperWeek
- AI DevWorld
- Major League Hacking
- Analytics & Data Summit
- AI Lowlands
- ArcOfAI
- R Consortium
- TechEx AI
Education
- Stanford University Continuing Studies, Business School: Entrepreneurship / Startup Formation
- M.Phil., Computer Science, University of Manchester. Research thesis on data mining for substitution and complementary effects in retail transactional data
- B.Sc., Computer Science, Academy of Economic Studies, Romania
Certifications
- Oracle AI Vector Search Professional
- Oracle BI Foundation Specialist
- Professional Scrum Master (PSM1)
- Databricks Lakehouse Platform Accreditation
Get in touch
Let's build useful intelligence
For product, AI, developer tools, women's health intelligence or technical collaboration, reach out.