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Quantum AI Research Fellowship

Binfin8: Stealth Research in Quantum Neural Intelligence

Our research direction aligns with federal research priorities! We are pursuing federal research engagement and partnerships with major quantum computing platforms.

We are pioneering the next generation of quantum-primary computing and intelligence systems through patent-pending research currently operating in stealth mode and aligned with federal research priorities in quantum computing, advanced sensing, medical imaging, and emerging technology.

We are recruiting fellows across multiple disciplines to contribute to a unified research program:

— Quantum-Primary Computing System: A patent-pending architecture using quantum computing as the mandatory primary engine for advanced sensor data processing, reconstruction, and intelligence generation.

— Quantum-to-AI Pipeline: A bidirectional architecture interfacing quantum computing with AI as a downstream tool for advanced data analysis, reconstruction, and decision support.

— Real-Time Intelligence Applications: Quantum-derived data processing for real-time decoding, signal reconstruction, and multimodal output generation across medical, scientific, and commercial applications.

Our research direction aligns with federal research priorities including the National Quantum Initiative and federal quantum computing programs. We are pursuing federal research engagement and partnerships with major quantum computing platforms.

WHO WE ARE LOOKING FOR

This fellowship is open to students and researchers across multiple disciplines. We are building an interdisciplinary research team:

🔬 Quantum Computing & Physics
— Quantum algorithms, quantum sensing, quantum hardware
— Quantum machine learning, quantum-classical hybrid methods
— Linear algebra, quantum mechanics, quantum information theory

🧠 Neuroscience & Medical Research
— Brain imaging, signal processing, neural data analysis
— Medical imaging research, clinical research methodology
— Cognitive neuroscience, neurotechnology

💻 Software Engineering & AI
— Quantum software frameworks (Qiskit, Cirq, PennyLane)
— AI and machine learning (PyTorch, TensorFlow)
— LLM fine-tuning, neural decoding, voice synthesis
— API development, full-stack engineering

⚙️ Hardware & Sensor Engineering
— Sensor integration, wearable hardware, biomedical devices
— Optically pumped magnetometers, EEG hardware, medical sensors
— Electrical engineering, mechanical engineering

📊 Data Science & Mathematics
— High-dimensional data analysis
— Statistical modeling, signal processing
— Applied mathematics, computational modeling

🏥 Medical & Clinical Research
— Clinical research methodology
— Medical device research
— Pharmacology, neurology, psychiatry research

📜 Research Operations & Documentation
— Scientific writing, literature review
— Patent research, intellectual property analysis
— Federal research engagement and proposal preparation

🔧 RESPONSIBILITIES

— Conduct stealth research and analysis in your area of expertise
— Collaborate with team members across quantum, AI, hardware, and medical disciplines
— Collaborate with university professors and academic research partners on research deliverables
— Stay up-to-date with advancements in quantum computing, sensing technology, AI, medical imaging, and emerging fields
— Conduct literature review and analysis on emerging frameworks, methodologies, and best practices
— Support preparation of federal research engagement materials and partnership submissions to major quantum computing platforms
— Contribute to research documentation, patent prosecution support, and peer-reviewed publication efforts

🚀 PROJECTS YOU MAY CONTRIBUTE TO

Depending on your discipline and skills:

— Quantum Pipeline: Develop and refine quantum-primary signal processing using quantum oracle sketching and quantum machine learning
— AI Models: Build and train AI models on quantum-derived data for advanced reconstruction
— Hardware Integration: Develop sensor integration and wearable hardware
— Medical Research: Support clinical research design, medical imaging validation, and applied research methodology
— Data Analysis: High-dimensional signal processing and statistical analysis
— Software Stack: Front-end, back-end, and full-stack platform development
— Research Documentation: Patent prosecution, scientific publication, and federal research engagement deliverables

🌍 WHAT YOU WILL GAIN

— Hands-on experience in a fast-paced patent-pending stealth research environment aligned with federal research priorities
— Exposure to quantum computing at a depth few students ever access
— Collaboration with a diverse interdisciplinary team including a Google engineer
— Direct collaboration with university professors and academic research partners on research deliverables
— Opportunity to be named on research outputs and academic publications
— Reference letters for graduate school admissions and industry placement
— Experience with cutting-edge technologies including quantum machine learning, quantum-AI hybrid algorithms, and advanced sensing systems
— Insight into stealth-mode startup operations, intellectual property strategy, federal research engagement pathways, and partnership negotiations with major quantum computing platforms

ACADEMIC BACKGROUND

We welcome students and researchers from any of the following backgrounds:

— Computer science, software engineering, artificial intelligence
— Quantum computing, quantum information science
— Physics, applied mathematics, computational modeling
— Neuroscience, cognitive science, computational neuroscience
— Medical research, biomedical engineering, clinical research
— Electrical engineering, mechanical engineering, hardware engineering
— Data science, statistics, signal processing
— Pharmacology, neurology, psychiatry research
— Or any related research discipline

Level: undergraduate (junior or senior preferred), graduate student, PhD candidate, or postdoctoral researcher.

(This opportunity is structured as an educational experience focused on quantum research, neurotechnology research, mentorship, and academic development. Apart from the valuable experience and exposure you gain, enrolled students may earn academic credits upon approval from the school and compliance with its credit policy.)

Binfin8
Patent Pending — April 2026
Stealth Research