The Personality Problem - Why Your LLM's Character Matters More Than Its IQ
ChatGPT asks permission. Claude assumes control. Gemini can't decide. As models converge on capability, personality becomes the product differentiator that actually matters.
As a Senior AI and Machine Learning Solutions Architect with over eight years of experience, I have successfully transformed complex data into intelligent solutions. My career spans startups, scaleups, and enterprise companies, where I have primarily served as a technical consultant. My roles have included AI Engineer, AI Architect, and AI R&D Consultant. I have gained valuable experience across diverse industries, including finance, engineering, manufacturing, innovation, and telecom.
Senior AI/ML Consultant with 8+ years of experience transforming complex data into intelligent solutions. I specialize in agentic AI systems, enterprise RAG solutions, and scalable ML deployments for Fortune 500 companies and innovative startups.
Rennes School of Business, France
2023-2024Massachusetts Institute of Technology
2019-2023MIT Institute for Data, Systems and Society
2024UC San Diego
2021-2023University of Wisconsin
2021-2022Institute of Space Technology, Pakistan
2013-2017Multi-agent AI system for Samsung's wearable technology design optimization, combining generative AI with 3D geometric processing to achieve 92% accuracy in size prediction models.
AI-powered KYC verification system for regulated fintech startup with GDPR compliance framework and comprehensive audit trail capabilities.
ChatGPT asks permission. Claude assumes control. Gemini can't decide. As models converge on capability, personality becomes the product differentiator that actually matters.
Most supervision advice is garbage. Here's what works when you're actually responsible for other humans. Seven principles that separate supervisors who retain talent from those who burn through it.
Real-world patterns and antipatterns for building production agentic AI systems. Learn from frontier lab practices, avoid catastrophic mistakes, and ship reliable agent architectures.
I'm always interested in discussing new opportunities, innovative AI projects, or potential collaborations in enterprise AI and data science consulting.