Ph.D. candidate in Mathematics and Statistics at Binghamton University, interested in Random Matrix Theory
Graduated from Baruch College, where the areas of study concentrated in
Economics, Financial and
Having more than 4 years of practical experience in the field of Machine Learning and Data Science.
My favorite book is
by The Sensory Order F. A. Hayek. A book on
theoretical psychology from 1952 (as a point of reference, the Perceptron Algorithm is invented in
It's surprising to see that Hayek's theory closely resembles our modern understanding of Neural Network
I'm currently intern at
, where I'm applying Machine
Learning, Data Science and Random Matrix methods to projects in Renewable Energy and Commodity Trading.
Google Cloud Big Data and Machine Learning Fundamentals
How Google does Machine Learning
🔗 Launching into Machine Learning
🔗 TensorFlow on Google Cloud
🔗 Feature Engineering
🔗 Sequence Models for Time Series and Natural Language Processing
Master Python for Data Science, LinkedIn Learning
Master SQL for Data Science, LinkedIn Learning
Learning Regular Expressions, LinkedIn Learning
EXAM P Probability, Society of Actuaries
EXAM FM Financial Mathematics, Society of Actuaries
- Digital Solutions and Innovation
Corporation Data Science Intern May 2022 - Present
Forecasting Commodity Trading
Binghamton University - Department of Mathematics and Statistics
Teaching Assistance / Instructor 2016 - Present
Taught over 300 students in courses in Statistics, Linear Algebra and Calculus.
Produced over 200 pages of supplementary notes to help students in understanding concepts.
Devise quiz questions based performance data, observed an average increase of 20% in scores between
first and final exam.
Conduct tutoring sessions during office hours. Reach out to students to give suggestion and
Graduate Student Organization at Binghamton
Student Senator Sep. 2021 - Present
Attend senate meetings and committee meetings, on behalf of over 70 graduate students in department.
Attend Senate meetings and committee meetings, on the behalf of over 70 graduate students in the
Communicate with colleagues in math department on pertinent issues raised during meetings.
Graduate Student Organization
Queensborough Community College
Math Tutor Feb. 2014 - Aug. 2016
Worked with students from disadvantaged backgrounds.
Guided students in developing study strategies and good study habits.
Led group and one-on-one tutoring session for struggling students.
Tutored students in courses including algebra, trigonometry, calculus and linear algebra.
Handwriting Recognition Web Application
Balanced an unbalanced image data set by generating randomly perturbed images from the existing ones,
the resulted data set contains over 2,500,000 28 × 28 pixel images with 62 labels.
Trained a Convolutional Neural Network model with the generated data set in Python with TensorFlow,
Created a Handwriting Recognition Web Application with the trained model, and deployed to the project
The deployed app can be found on the page
Neural Networks 🔗. Handwriting Recognition
Convolutional Neural Network
Interactive Web App
S&P 500 Market Sectors Reclassification
Performed Web Scraping on Wikipedia and Yahoo Finance to extract the data of the S&P 500 companies over
last 10 years.
Cleaned, transformed the data, and denoised the transformed data using results from Random Matrix
Performed hierarchical clustering on the denoised data.
The Reclassification provides a better understanding of the market, and enabled additional options for
Random Matrix Theory
RandomMatrix.jl (a registered Julia package)
Developed a package to work with matrix-valued distributions.
Documented functionalities and deployed the documentation to the package
🔗. Random Matrix
Personal Website & Interactive Demos (This website 😊)
September 2021 - Present
projects and write about Mathematics and Data Science.
Created Interactive Demos to demonstrate ideas in Mathematics and Data Science.
This is a long term project, and I will be continuing to update the pages on this website.
Binghamton University, SUNY
Ph.D. in Mathematics and Statistics (Expected 2022)
Master of Science in Mathematics and Statistics (2018)
GPA : 3.91/ 4.00
Baruch College, CUNY
Bachelor of Art in Economics (2016)
Bachelor of Art in Mathematics with a minor in Philosophy (2016)
Francis Lewis High School
High School Diploma (2011)