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I Write Problems That Stump AI: Math, Physics, AI, ML, Category Theory
Joe P.

4.9 (94 ratings)

203 hours tutoring

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Hourly Rate: $195
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About Joe

Bio

I write research-level problems in pure and applied mathematics and theoretical physics for AI evaluation, the kind the strongest current reasoning models still fail to solve. I teach that material and I build with it: proof-based and graduate mathematics, upper-division physics, formal logic, and the whole machine learning stack from the linear algebra up through code, pipelines and multi-agent systems. My B.S. in Mathematics and B.A. in Physics, both with Honors, are from the University of...

I write research-level problems in pure and applied mathematics and theoretical physics for AI evaluation, the kind the strongest current reasoning models still fail to solve. I teach that material and I build with it: proof-based and graduate mathematics, upper-division physics, formal logic, and the whole machine learning stack from the linear algebra up through code, pipelines and multi-agent systems. My B.S. in Mathematics and B.A. in Physics, both with Honors, are from the University of Florida, where I took Quantum Field Theory I and II and other advanced graduate math and physics courses as an undergraduate. I am completing an M.S. in Artificial Intelligence at Johns Hopkins and moving into a doctoral program.

I was first author on a NASA Technical Memorandum on time series forecasting, and sole author of a paper in logic that won the Robert Long Prize. My research background covers noncommutative geometry, quantum gravity, topological quantum computing, machine learning, climate science and biophysics, at Caltech, NASA and UNC Chapel Hill, through the Biophysical Society and McNair Scholars programs.

I have tutored since 1997, graduate-level coursework since 2012, always one on one. Some are undergraduates and master's candidates, ages 19 and up, working through real analysis or stochastic processes. The rest are engineers and researchers doing guided self-study in applied category theory, quantum computing, topological data analysis, agent systems in Python, or whatever is landing in the AI journals this month. I also build fast-track curricula from scratch and adjust as we go, including taking someone from almost no mathematics to reading string theory.

I mentor research and career planning too, through Nova Scholar and independently. I have helped students publish, file patents, win internships, fellowships and scholarships, and get hired into paid AI training work.

When I teach proofs, you write and I read it back to you, and we find the step where the argument stops holding.

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Education

University of Florida
MathPhysicsPhilosoph
University of Florida
Masters

Policies

  • Hourly Rate: $195
  • Rate details: Significant discounts for multiple hours and/or multiple people (and for interesting topics/assignments/projects/situations).
  • Lesson cancellation: 3 hours notice required

  • No background check

  • Your first lesson is backed by our Good Fit Guarantee

Schedule

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Approved Subjects

ACT Science

ACT Science

I received an almost perfect score myself. I have been tutoring ACT Science for years. I have also tutored many different science classes for many years as well. I have a degree in physics cum laude. I have worked in research in wide range of fields of study in science research. I am currently pursuing a masters degree in data science. So, altogether (and even individually) from all of this, I have seen the types of questions that you see on ACT Science countless times.
Algebra 1

Algebra 1

I have two bachelor's degrees, one in math and one in physics (physics problems cannot be done without complete understanding of high school algebra is almost entirely based on calculus). I have tutored college and high school algebra as well as many classes that build on it for almost 20 years. My current mathematical physics research is based on unifying general relativity and quantum physics (and therefore endless algebra).
Algebra 2

Algebra 2

I have two bachelor's degrees, one in math and one in physics. Most physics courses cannot be complete without a thorough understanding of algebra. I have tutored college and high school algebra (as well as many classes that build on it) for almost 20 years. I earned A's in all of my algebra 2 courses. I earned a 3.8 (out of 4.0) GPA for my bachelor's.
Calculus

Calculus

I've been doing/teaching calculus for 20 years. I have a bachelors in math. I have another in physics, and all physics classes are almost entirely calculus-based. I took fourth place at the 2016 University of Florida integration bee. I scored a 5 in Calculus AP.
Data Science

Data Science

I took machine learning classes at Berkeley (theory and application). I have worked on a variety of both classic and new data science methods in research projects and industry jobs. For instance, during my time at NASA, I worked on data science research projects wherein I used different forms of machine learning such as clustering, nonlinear regression, regression tree, random forest, and time series analysis and forecasting. Also, I'm well-versed in the main three languages (and packages relevant to data science) used in data science: Python, R, and SQL.
Differential Equations

Differential Equations

I received an A in differential equations. I have two bachelors degrees, one in math and one in physics (upper levels physics is almost entirely based on differential equations). I have tutored differential equations as well as many classes that build on it for almost 20 years. My mathematical physics research is based on high level differential equations.
Discrete Math

Discrete Math

I have taken and tutored many classes in math and physics that discrete math is prerequisite for as well as multiple full classes in discrete math. For example: number theory, graduate numerical linear algebra, graduate numerical optimization, graduate mathematical physics, graduate quantum field theory. All of the research projects I have worked over the years are in discrete mathematics: quantum computing, computational particle physics, computational molecular dynamics, symbolic logic, time series analysis and forecasting
Elementary Math

Elementary Math

I graduated with honors in mathematics (and physics) from the University of Florida ("Ivy League of the south"). I have been tutoring elementary math for about 20 years. I use active learning methods, and I accommodate different learning styles. I am very patient, and I work to build the student's confidence in mathematical capability.
Geometry

Geometry

I graduated with honors in mathematics (and physics) from the University of Florida ("Ivy League of the south"), and when I am not tutoring, I am working on research I began through a research program at Caltech on noncommutative geometry. I have been tutoring geometry for about 20 years. I use active learning methods, and I accommodate different learning styles. I am quite patient, and I focus on build the student's confidence in mathematical capability, including Geometry.
Linear Algebra

Linear Algebra

I have taken and tutored linear algebra at undergraduate and graduate levels as well as many classes in math and physics that heavily use advanced linear algebra: abstract algebra, graduate numerical linear algebra, graduate numerical optimization, graduate mathematical physics, quantum mechanics, graduate quantum field theory. The research projects I am working on are well above the level of linear algebra and use it heavily.
Logic

Logic

I have taken and tutored mathematical logic, philosophical logic, symbolic logic, and programming logic as well as many classes that they are prerequisite classes for. For example, I have taken linear algebra, abstract algebra, advanced calculus, number theory, graduate numerical linear algebra, graduate mathematical physics, graduate complex analysis, philosophy of spacetime. The research projects I am working on are well above the level of undergraduate logic of the aforementioned types. I won the Robert Long Prize for a logic paper I wrote.
Physics

Physics

I have two bachelors degrees, one in math and one in physics. I have tutored a variety of physics classes (undergraduate and graduate) for 10+ years. My current mathematical physics research is based on the unification of quantum physics with general relativity.
SAT Math

SAT Math

I have been tutoring and teaching SAT prep courses for almost 20 years. I recently scored a near perfect score on the GRE Subject Test in Mathematics, which is many times harder than the SAT (and any other standardized test for that matter). Students consistently raise their math score by at least a hundred points within a few weeks. I also have a degree in math and conduct research in math at prestigious institutions, e.g. NASA, Caltech, Biophysical Society.
Trigonometry

Trigonometry

I won awards for trigonometry at math competitions in high school, and I've been tutoring it ever since. I also know a bunch of tricks to remember everything that they don't teach in school. I've worked for many tutoring companies. And, I used it all the time in higher level math (e.g. calculus, Fourier analysis, complex analysis, etc.) for my research and data science work.
ACT Math
Elementary Science
Philosophy
Prealgebra
Precalculus
Probability

Examples of Expertise

Joe has provided examples of their subject expertise by answering 12 questions submitted by students on Wyzant’s Ask an Expert.

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Ratings and Reviews

Rating

4.9 (94 ratings)
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3 star
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1 star
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Reviews

Very knowledgeable and personable tutor

It was very easy to work with Joe. I’ll be back to work with him again! He knows his math and he’s flexible with how he’ll work with you. I definitely would recommend him.

Nathan, 1 lesson with Joe

Knowledgeable and Patient Tutor

Joe knows his stuff. This was my son's first lesson, and he said that Joe helped him a lot in his AP Physics C class. He was able to explain concisely so that my son could understand, and he made Physics simpler than his school teacher. We will definitely continue lessons with him and highly recommend him as a tutor.

Susanna, 16 lessons with Joe

Patient and Dedicated Complex Analysis Tutor

Joe was very helpful in preparing me for my Complex Analysis final. He followed up to see if I had any questions and was able to answer questions about the material on the spot, while being patient and consistent.

Joel, 3 lessons with Joe

Very helpful and caring of his students.

Joe was very helpful. My son feels he benefited from Joe's teaching. Joe was very kind to follow up and ask my son how his test went. We hope to share good news once his test results arrive. We look forward to future sessions with Joe.

Rosa, 1 lesson with Joe
Hourly Rate: $195
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