RMXplore: Our Story

Our Story

RMXplore is suitable for students who want to have a strong foundation in mathematics, perform well in high school and university level math courses, or to succeed in STEM.

Our Math Journey Through the Years
AIME competition - 2022 AIME & AIME results
AMC math competition 2021 results
Fast forward to today, Random Math ranks as the best competitive math program in the U.S.
in terms of absolute number, the number of students who have achieved results in the top 10 percentile of their grade, and result density, the percentage of such top performers per class
  • Random Math students have continuously placed first in competitions such as the middle-school level Exeter Math Club Competition (EMCC) and high-school level competitions such as the HMMT, Berkeley Math Tournament (BMT), and Princeton Math Competition (PuMAC).
  • Most recently, in Fall 2021, 86% of the 125 Random Math students who took the AMC 10/12 — or 108 students — qualified for the AIME, a number that has grown by over 30% each year since 2016.
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A top-performing program designed for students
who want to build a very strong foundation in Math at an early age (Grade K-5) and explore the possibility of competing in top math competitions around the globe at a later age.
  • But the founders also realized that not every student who aspires to excel in math necessarily wants to be a part of math tournaments. Many more students are focused on excelling in AP Math courses, getting a perfect score on SAT exams or just enjoy deeper learning of math. RMXplore was founded for these students.
  • To cater to the needs of students who aim to thrive in their school mathematics courses without the large time commitment needed for those pursuing competitive math, Manish and Stuti established RMXplore
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AMC math competition 2021 results

Our Mission — Provide a
Strong Foundation

RMXplore Fosters a Learning Environment to Provide a Strong Foundation

Problems in each subject will ensure that students gain a strong understanding of each concept and are suitably challenged. Students will receive dedicated guidance and hands-on help from teachers, who will be able to address each student's weaknesses and correct their understanding through a small class size of 4 to 8 students.

Lecture handouts and three quizzes of different difficulty levels will be administered each class session to closely monitor students’ understanding of material and progress. For more detailed information about the curriculum of RMXplore, please see this page

  • Admission based on assessment
  • Continuous assessment and adjustments
  • Rapid progress in a relaxed environment
  • Emphasis on teamwork
  • Small class size (5 - 8)
  • Experienced coaches

The RMXplore Curriculum Covers Specialized Math Classes for: 

RMXplore students will learn math by exploring its fundamental concepts, thrive in their school math courses, master Precalculus in middle school, and score perfectly on the AP Calculus BC exam and SAT Math Section by their freshman year.

The program is suitable for students with many extracurricular activities besides mathematics, such as robotics, speech and debate, USACO, music, and others.

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Operations, Measurement, and Thinking (OMT) - Levels I, II, III, IV


Algebra I and II 




AP Calculus AB and BC

Linear Algebra

Multivariable Calculus

RMXplore Sets Students Up for Success

RMXplore's goal is to provide students with a strong fundamental mathematical education, which will also strengthen logical and creative skills. With this foundation, students are encouraged to explore beyond this program.

Students who desire to join a competitive math program may join Random Math. Students can also apply their math skillset to programming, robotics, and entrepreneurship as part of Random Labs.

Hover over each card to learn more.

Join Random Math

Venture into competitive mathematics by joining Random Math, which provides students who aspire to be in the top 300 mathletes of their grade with the training and guidance needed to compete in math competitions.

For this reason, approximately 80% of new Random Math students will be selected from RMXplore based on their performance and motivation. 

Join Random Labs

In addition to Random Math, RMXplore students will also have the opportunity to join Random Labs, where they can learn the application of math to other topics such as physics, programming, robotics, and entrepreneurship.

Our team

Abhay Gupta Board of Directors Member
Abhay Gupta
Board of Directors Member
Abhay Gupta is one of the three board members of Random Math, Inc.

Abhay Gupta is very invested in mathematics and mathematics education and is excited for the growth potential of Random Math, Inc.
Ravi Srinivasan Board of Directors Member
Ravi Srinivasan
Board of Directors Member
Ravi engages in the Random Math community as both a board member and a parent. His daughter has been a long-time student at Random Math and has made considerable progress. He is excited to see the Random Math family grow.
Dr. Niraj Choudhary Board of Directors Member
Dr. Niraj Choudhary
Board of Directors Member
Dr. Niraj Choudhary is one of the three members of the board of directors at Random Math. Currently located in Texas, he has been integral to Random Math's continued expansion into Texas and other southern states.

Our Management

Random Math is led by passionate individuals.
Stuti Dubey - CEO Random Math
Stuti Dubey
Founder, CEO
  • Stuti Dubey is the CEO and co-founder of Random Math.

    She holds a bachelor's degree from Indian Institute of Technology and has previously worked in the industry for several years as an engineer.

    In her spare time, Stuti enjoys reading, traveling, and playing board games with her family.

Manish Mishra - COO Random Math
Manish Mishra
Founder, COO, Coach
  • Manish coaches students at Random Math. He is also a co-founder and COO of  Random Math.
  • He holds an MBA from University of Michigan: Steven M. Ross School of Business and a Bachelor's degree from Indian Institute of Technology. Before joining Random Math, Manish advised clients in preparing for acquisition integration and carve-outs.

    In his spare time, Manish enjoys gardening and spending time with family.
Monika Singh - Director of Cupertino Random Math Location
Monika Singh
Center Director
  • Monika is the Center Director for the Cupertino location of Random Math. She has a degree in human resource management from San Jose State University and has been working at Random Math since 2018.
  • She loves the professional and family-oriented culture at Random Math, which helps her maintain a healthy work-life balance. Monika ensures smooth and timely communication, administrative, and HR functions of the organization.
  • In her spare time, she volunteers, reads, hikes with her family, and listens to stories on podcasts that have a human connection.
Simrit Dhanjal
Simrit Dhanjal
Director of Technology
  • Simrit is a student at Carnegie Mellon University pursuing her bachelor's degree in Artificial Intelligence in the School of Computer Science, along with a minor in computational finance.
  • She was among the first batch of Random Math's students and has now been coaching since the summer of 2020. She was also lead programmer in constructing Random Math's current website.
  • Her other interests include dancing on her college's competitive team and enjoying the outdoors with friends and family.

Our Faculty

Random Math faculty is very well qualified and passionate to teach!


Random Math's coaches are highly-qualified, passionate individuals who aim to empower our students with mathematical prowess.
Manish Mishra
Manish Mishra is the co-founder of Random Math and has acted as a coach and COO since its founding. He has taught nearly every subject at Random Math and keeps up-to-date with each student's progress.
Stuti Dubey
Stuti is the co-founder of Random Math and has acted as a coach and CEO since its founding. She invests in understanding students' needs at Random Math and enjoys working with younger students.
Pranav Sriram
Pranav graduated from Stanford with a B.S. and M.S. in computer science with an AI concentration. He attended India’s equivalent of MOP twice and placed 8th in India’s IMO Team Selection Tests. He wrote a book on combinatorics now widely used around the world for USA(J)MO.
Quinn Greicius
Quinn recently graduated from Stanford University. He is interested in algebraic geometry and algebraic topology, and has done research on Galois representations arising from abelian varieties. In his free time, Quinn enjoys playing soccer.
Eve Zoebisch
Dr. Eve Zoebisch has a passion for teaching has been teaching chemistry and math since 2017.  She has a PhD in Chemistry from the University of Texas at Austin. She uses her experience in academics, companies, and in research labs to help her students develop their talents.
Amy Kanne
Amy recently graduated from Stanford University with an interest in complexity theory, information theory, and combinatorics. Outside of school, she plays Dungeons and Dragons with friends and studies Japanese.
Nick Hirning
Nick has served as a teaching assistant for various Stanford technology courses and taught competitive math, physics, and computer science to high schoolers through Random Math and other organizations.

Assistant Coaches

Random Math's assistant coaches attend top college institutions and have strong math backgrounds.
Simrit Dhanjal
Simrit Dhanjal
Carnegie Mellon University
Simrit is a student at Carnegie Mellon University, pursuing a degree in computer science. As part of Random Math's very first batch of students, she has enjoyed passing on what she learned to new batches of students.
Ana Catarina Romo
Ana Catarina Romo
Wharton School of Business
Ana is a student at the Wharton School at the University of Pennsylvania. She graduated as valedictorian of her high school and is now pursuing a double concentration in finance and actuarial science, with a minor in math.
Carmen Gutierrez
Carmen Gutierrez
Stanford University
Carmen is a junior studying physics and computer science at Stanford. During her free time, she enjoys rock climbing, surfing, and painting, and she loves sharing her passion for physics with the students at Random Math.
Gaurav Datta
UC Berkeley - EECS
Past Coach
Gaurav is a student at UC Berkeley studying computer science and electrical engineering. He is interested in mathematics for its applications to engineering and computing. In his spare time, he enjoys playing the guitar.
Shyl Lamba
Past Coach
Shyl is a student at UCLA studying Applied Mathematics. He enjoys teaching the motivated students at Random Math.

Teaching Assistants

Random Math's teaching assistant team is comprised of our past and currently high-achieving students.
Amol Rama
2x USAJMO Qualifier
Amol Rama is a junior at Monta Vista High School. He has qualified for USAJMO twice and has been a TA for the last three years. He has participated in Science Olympiad for the past five years, making 2 national appearances. He was also co-captain in 2019-2020.
Riya Gupta
4x AIME Qualifier
Riya is a junior at The Harker School. She joined Random Math 6 years ago and has enjoyed being a TA for the last 2 years. She is a 4-time AIME qualifier and was awarded top girl at the Northern California MATHCOUNTS State Competition.
Sean O
3x AIME Qualifier
Sean is a high school junior. He has qualified for AIME three times and enjoys teaching others.
Ashvin Loghashankar
3x AIME Qualifier
Ashvin is a senior at Cupertino High School. He has won awards in several math competitions since elementary school and has qualified for AIME three times. Outside of math, he enjoys public speaking, debate, and robotics.
Sohum Phadke
2x AIME Qualifier
Sohum is a junior at Homestead High School. In 2020, he qualified for the AIME and received perfect scores in the Math Olympiad and Noetic Math Contest. Sohum firmly believes it is his obligation to inspire the next generation of math stars!
Shreya Majumdar
2x AIME Qualifier
Shreya is a 2-time AIME qualifier and Math Prize for Girls invitee. She placed 10th nationally in Math Kangaroo, was a finalist in the International Math Modeling Competition, and placed third in the state-level CyberPatriot coding competition.
Kavan Doctor
USAJMO Qualifier
Past TA
Kavan is a junior at Adrian Wilcox High School. He is a two time AIME qualifier and a USA(J)MO qualifier. Kavan loves math, programming, and teaching. In his spare time, he likes to read books, do CTF’s, and play chess.
Ayush Agarwal
USAJMO Qualifier
Past TA
Ayush is a student at Henry M. Gunn High School. He is a two-time AIME qualifier and a USAJMO qualifier. He loves teaching math, coding and doing debate. In his free time he likes to read and play sports such as football and basketball.
Stuti Agarwal
3x AIME Qualifier
Stuti is a junior at Saratoga High School. She is a 3-time AIME qualifier, a 2-time Math Prize for Girls invitee, a 3-time distinguished honor roll winner for AMC 8, and has placed in the MATHCOUNTS state and chapter competitions.
David Zheng
USAMO Qualifier
Past TA
David graduated from Lynbrook High School in 2020 and now attends UCLA to study electrical engineering. He has qualified for AIME since 2016, and in 2019, he qualified for USAMO. Apart from teaching math, he enjoys a bit of programming.
Nidhi Maithihalli
3x AIME Qualifier
Past TA
Nidhi is a junior at Saratoga High School. As a programming and math enthusiast, she is excited to teach these topics to others to give back to the community that taught her. In her free time, she enjoys robotics and playing the piano.
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