# A Bridge for My Family and Cancer-Related Research

For the past several years, I've devoted nearly everything I have - my time, personal resources, and energy - to building independent scientific research through Invariant Research. Alongside that work, I wait tables to keep a roof over my family's head.

I've spent countless hours developing mathematical verification technology designed to identify contradictions and rule out solutions that cannot satisfy established constraints. What began as an ambitious mathematical undertaking has grown into working scientific software, and the research has now reached an important stage of validation and potential commercialization.

One of the most promising directions I'm investigating is computational biology, particularly the evaluation of molecular structures involving cancer-related proteins such as MCL1 (Myeloid Cell Leukemia 1) and KRAS. Both proteins are important subjects of cancer research, including research into leukemia and other cancers.

Through projects called SATYA and Golden Door, I'm exploring whether mathematical verification can help scientists distinguish incorrect molecular configurations from valid ones. This application is still undergoing scientific validation, but the possibility of contributing something useful to this field is what drives me to keep going.

**The difficulty is that research costs money long before it has an opportunity to earn money.**

My immediate financial resources are nearly exhausted. The money I earn waiting tables keeps us housed, but after paying for that roof over our heads, I'm often stretching to cover groceries, utilities, transportation, and the everyday expenses my family depends on.

At the same time, independent scientific software development requires computing resources, AI-assisted development platforms, software subscriptions, and continuous testing. I've been financing these expenses myself while pursuing research partnerships and opportunities to make the technology commercially sustainable.

I've reached a point where I simply cannot continue carrying every expense alone.

**I'm asking for a financial bridge over the next 30 to 60 days.**

Contributions to this fundraiser would help in two immediate ways. First, they would help provide stability for my family by covering food, essential household expenses, transportation, and basic necessities. Second, they would help maintain the development tools and research infrastructure necessary to continue building and validating the technology.

This financial pressure affects far more than our budget. Constantly worrying about how to meet everyday obligations takes a toll on relationships, communication, and physical and emotional well-being. Even ordinary moments with family become overshadowed by the uncertainty of what another month might bring.

Perhaps the hardest part is knowing how much effort I'm putting into changing our circumstances while still struggling to provide the stability my family needs.

I'm not afraid of hard work. I continue waiting tables, developing software, pursuing scientific collaborations, and exploring commercial opportunities. I believe in what I've built and in the importance of giving this research a fair opportunity to prove its value.

But belief and determination alone don't pay the bills.

I'm not asking anyone to fund a luxurious lifestyle or invest in promises of a scientific breakthrough. I'm asking for a little breathing room - enough to help my family through this difficult period while allowing me to continue the independent research I've spent years developing.

**If you're curious about the work, you're welcome to explore it yourself.**

I've made an interactive 3D molecular structure viewer publicly available. It offers a glimpse into the structural biology and molecular verification problems I'm investigating.

**Explore the interactive 3D viewer:**

https://invariant.pro/structure3d/

**Learn more about Invariant Research:**

https://invariant.pro

Every contribution, regardless of size, would help relieve an immediate financial burden. And if you're unable to contribute, simply sharing this fundraiser with someone who might be interested would mean a great deal.

Thank you for taking the time to read my story, for considering supporting my family, and for giving independent scientific research a chance to move forward.