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I am a licensed physician from Florida who is currently changing careers. I graduated from the University of Pennsylvania in 2009 and have extensive tutoring and editing experience. While a student, I became a certified writing tutor through the Critical Writing Department. Since I completed my writ...
Nova Southeastern University
PHD, Medicine
University of Pennsylvania
Bachelors, History
University of Pennsylvania
undergraduate
Certified Tutor
9+ years
Jai
I'm a recent Stanford graduate (Electrical Engineering and Computer Science), and have been working at a major Management Consulting firm for a few years now. I personally scored a 2360 (out of 2400) on the SAT and 35 on the ACT and was successful in gaining admission to several top universities. I'...
Stanford University
Bachelors in Electrical Engineering and Computer Science
Certified Tutor
Kate
I'm available to tutor biology, chemistry, physics, math from Algebra up through AP Calculus, SAT test prep, and French. I've been tutoring students in science and math for 7 years. I also spent 8 months working and studying in France, and have tutored high school and adult students in French. When ...
Massachusetts Institute of Technology
Masters, Environmental Engineering
Massachusetts Institute of Technology
Bachelors
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Erika
I am available to tutor middle and high school math, history and test prep. I have tutored math and history in the past and I previously taught a test prep course at a school in Hanoi, Vietnam. I have a lot of experience teaching all the need-to-know tricks to doing great on the SATS/ACTS! When I am...
Harvard University
Master of Public Policy, Public Policy
Certified Tutor
6+ years
Rhea
I am a current student at the University of Chicago. I am working towards a Bachelor of Science in Biological Sciences, and I am on the pre-medical track. I am extremely passionate about tutoring, and I have several years of experience tutoring students in my high school's learning center in various...
University of Chicago
Bachelor of Science, Biology, General
Certified Tutor
6+ years
Jeffrey
I am enrolled in the Mechanical Engineering PhD program at Rice University which will begin Fall 2020, and I am hoping to return to academia as a professor after earning my PhD. In the meantime, I am looking to share my passion for gaining knowledge, specifically in STEM, by educating the up and com...
University of Notre Dame
Bachelor of Science
Rice University
Doctor of Philosophy, Mechanical Engineering
Certified Tutor
9+ years
Sami
I am a Duke University graduate in Economics and Computer Science. I am currently pursuing an MBA degree at the Yale School of Management. I have worked in the financial field, both at a management consulting firm and a fortune 500 company. My hobbies include playing and coaching soccer.
Duke University
Bachelor of Science (Economics and Computer Science)
Yale School of Management
Current Undergrad Student, Business Administration and Management
Certified Tutor
9+ years
Sharon
I am a graduate of the University of Chicago, and I will be starting a graduate program at Columbia in August. I am about to complete a year of service with City Year, an education non-profit that places young adults into under-served schools. As a City Year member, I worked full-time in the classro...
Columbia University in the City of New York
Master of Science, Journalism
University of Chicago
Bachelor in Arts
Certified Tutor
9+ years
Annie
I am currently a second year medical student. I was a Physiological Sciences major at UCLA (class of 2015), and pursued research during my gap year between undergrad and medical school.
University of California Los Angeles
Bachelors, Physiological Sciences
Drexel University College of Medicine
Current Grad Student, MD
Certified Tutor
Tony
I am a recent graduate of Yale University and incoming first year medical student at Columbia University. Originally from the DC area, I have always had a passion for science and medicine and pursued a degree in Biology while at Yale. During the 2008-2009 academic year, I tutored science, math, Engl...
Yale University
Bachelor of Science in Biology
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Matthew
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I'm a highly creative person who works best with visual thinkers. Very recently graduated from Stanford University, I majored in Human Biology with a concentration in Bioinformatics and Stem Cell Science. Technical though my background may be, I am currently gigging as a singer/songwriter/composer in NYC and tackle even the most hard-science of problems with a top-down, big-picture, holistic approach. If you have a propensity to look at problems in a cross- or inter-disciplinary manner (or want to learn how to do so), I'm the tutor for you!
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I am a junior Mechanical Engineering major at Yale, and I hope to become a Naval Aviator after college. I am also a varsity sailor, and enjoy playing music with friends when I can get some free time. I have been tutoring my fellow students throughout my entire academic career, and I would best describe my tutoring style as one that adapts to each students' needs. For example, I have always tried to frame questions in a different way so that the student can better understand the question. Some students need visual representations of numbers and systems to understand them, and others benefit more by understanding the concepts behind each formula. I prefer to tutor in math and physics, and especially with real world application problems. I hope to help students improve their standardized test scores and their understanding of the math and sciences so that they can achieve their academic goals! Hobbies: art, books, running, reading, music, writing
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AP Calculus AB Tutor • +29 Subjects
I am a freshman at Caltech majoring in Applied and Computational Mathematics. My favorite subject to tutor is math because I find it very rewarding to simplify complex topics to aid in understanding. I have lots of tutoring experience. In high school, I ran and taught an SAT prep class and was vice president of my school's NHS chapter where I ran our tutoring program, and I, myself, tutored. I also was a teaching assistant in the summer of 2020 for a class in discrete mathematics through a program called PACT (Program in Algorithmic and Combinatorial Thinking). I love learning and hope to make the process enjoyable for you!
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I am willing to address any issue with an open mind and I try to develop strategies that play to a student's strengths. I would like to think I am very approachable and personable, and I have had very positive experiences with many students in the past using this philosophy. Outside of academics, I love playing basketball and watching sports, as well as chilling with friends, listening to music, and keeping up with politics and current affairs.
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I'm a first-year medical student and recent graduate from Duke University, where I studied Global Health Determinants, Behaviors, and Interventions. From running a piano program at a nonprofit children's theatre to private tutoring in math, science, and standardized test prep, I enjoy helping my students become confident and self-sufficient learners! Hobbies: photography, travel, reading, music, writing, running, art, books, traveling
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Frequently Asked Questions
Most computational economics courses require proficiency in languages like Python, R, or MATLAB for modeling economic systems, running simulations, and analyzing large datasets. If you're struggling with the programming fundamentals—like loops, functions, and data structures—a tutor can help you bridge the gap between coding syntax and the economic applications you're using it for. Many students find that understanding the economic logic first, then learning how to implement it programmatically, makes the technical aspects click much faster.
Building computational models requires translating economic theory into code while managing assumptions, parameters, and validation—which is where many students get stuck. A tutor experienced in computational economics can help you design models that accurately represent real-world scenarios (like market equilibrium, agent-based models, or optimization problems), debug code when results don't match theory, and interpret outputs critically. They can also guide you through sensitivity analysis and help you understand when a model is working correctly versus when it's producing misleading results.
Computational economics relies heavily on linear algebra (matrices and vectors for large-scale systems), calculus (optimization and equilibrium analysis), probability and statistics (for simulations and econometric analysis), and numerical methods (approximation techniques for solving complex equations). If any of these foundations are weak, it becomes nearly impossible to understand why your code produces certain results or how to troubleshoot model failures. A tutor can help you strengthen these mathematical underpinnings while showing you exactly how they apply to economic problems you're actually working on.
Running a simulation successfully isn't the same as producing valid economic insights—many students generate results without understanding whether they make theoretical sense or reflect real-world behavior. A tutor can help you develop a critical framework for interpreting outputs: Does the model behave as economic theory predicts? Are the parameter values realistic? Do edge cases break the model in expected or unexpected ways? This skill—connecting computational results back to economic logic—separates students who can code from those who can actually do computational economics.
Optimization problems in computational economics—whether maximizing utility, minimizing costs, or finding market equilibrium—require understanding both the economic setup and the computational method (gradient descent, linear programming, dynamic programming, etc.). Students often struggle because they focus only on the algorithm without deeply understanding the economic constraints and objective function, or vice versa. A tutor can help you map economic problems into mathematical formulations, select appropriate optimization techniques, and interpret why certain solutions emerge from your computations.
Moving from theoretical models to empirical analysis requires skills in data cleaning, exploratory analysis, and econometric estimation—and knowing which computational tools are appropriate for each step. Many students can build a model in isolation but struggle when they need to calibrate it with actual data, run regressions, or test hypotheses computationally. A tutor can guide you through the workflow: accessing datasets, handling missing or messy data, estimating parameters from real-world information, and validating your model's predictions against observed outcomes.
Debugging in computational economics means identifying whether errors are in your code, your mathematical formulation, or your economic assumptions—and these require different fixes. A model might run without errors but produce economically nonsensical results (like negative prices or infinite demand), which means the bug is in your logic, not your syntax. A tutor experienced in computational economics can help you systematically isolate problems: Does the issue stem from incorrect parameter values? A flawed algorithm? Misaligned economic theory? This diagnostic skill is crucial for independent problem-solving.
Computational economics skills are directly applicable to quantitative finance, policy analysis, market research, and data science roles—employers specifically value your ability to model complex systems and extract insights from code and data. Mastering this subject demonstrates you can bridge economic theory and technical implementation, which is rare and highly marketable. A tutor can help you not just pass your course, but build a portfolio of models and projects that showcase your computational economics expertise to future employers or graduate programs.
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