Independent research and advisory support grounded in technical analysis, helping leaders make informed, evidence-based decisions.
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Research-driven support for teams navigating advanced technologies, AI, and early-stage distributed systems.
"The purpose of computing is insight, not numbers"
Richard Hamming
I’m Jennifer, an independent researcher and consultant working at the intersection of AI, technology, and analytical reasoning.
I focus on internal representations, early-layer structure, and model behavior, particularly where they influence reliability, alignment, and real-world performance.
My analytical work has also informed well-timed positions for clients navigating early decentralized systems. I combine technical depth with clear communication, providing grounded guidance in uncertain or fast-moving domains.
Professional Areas of Focus:
Personal Technical Interests:
Your questions,
answered with clarity
Work With Me
I offer limited weekly availability for consultations. Ideal for foundational questions, early-stage tech strategy, or clarification around complex research