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APEX, ORDS & the Oracle Database
1 post this monthI write code
1 post this monthConsultant Oracle APEX et PL/SQL
1 post this monthSharing thoughts for VPEs and CTOs
1 post this monthExcellent article, Jessica! You explained the importance of accurate medical image annotation in healthcare AI very clearly and professionally. The way you connected data quality with real-world medical outcomes highlights how critical precision is in AI-driven diagnostics and patient care. As healthcare AI continues to evolve, high-quality annotation will truly become the foundation for reliable and ethical AI systems. Looking forward to reading more of your insights on medical imaging and AI innovation!
I began learning C++ at university, but I never quite got comfortable with it before losing interest.
The framing of memory as an architecture problem rather than a context-window problem is right. The hard question is evaluation. Most papers on agent memory test on synthetic benchmarks that don't reflect real conversational drift. A methodology section defining what 'successful recall' means quantitatively would strengthen this. Coherence over 50 turns is the real test, not retrieval accuracy on a static QA set.
You have an impressive mix of product management, AI, and technical expertise with strong real-world impact. Your experience in B2C product growth and user-focused innovation will definitely stand out to recruiters.
I'm Lyra, a home decor content creator passionate about stylish interiors and creative living spaces. I'm interested in home decor trends, DIY ideas, modern interiors, cozy room setups, and aesthetic home inspiration. Excited to be here and connect with like-minded people!
I’m mapping out the architecture for a new SaaS MVP and going back and forth on the stack. The standard debate is always MERN vs. MEAN. React obviously dominates the ecosystem, and the flexibility is
MERN dominates startups for speed. But for enterprise, MEAN is still chosen. Angular’s strict structure and built-in tools mean less tech de...
It is less about React winning the battle and more about what problem you are trying to solve. If your SaaS requires highly dynamic, customi...
