Image Compression via Tensor Network
Comprehensive guide to using Matrix Product States for efficient image compression, leveraging TensorFlow and the Fashion-MNIST dataset. 
Posts by Collection
portfolio
Market indicators and analysis💹
Just a simple play and exploration into market indicators and trends. 
Open-Forecast: A FinTech Tool
OpenForecast: A fintech web app for predicting stock price movements in real time, showcasing pre-market data analysis with customizable similarity metrics and prediction models for NVDA market data. 
Unique TensorFlow architecture
Created a unique neural network architecture and tested its performance against other established architectures 🧠🕸️. 
VisualSounds: Eye-Gaze Detection
The first building stone of something new: on-device eye-gaze detection for the screen… and what comes next is still taking shape.
Contextual Search: A RAG Tool
Vaguely recall a piece of text from a file? Simply describe it and find it! 
NYC rat infestation predictor🌆 🐀
The project developed a system to predict and manage rat infestations in Manhattan using data from the NYC Open Data. 
Sentiment analysis for stock market predictions📈📉
Used Twitter feeds and support vector machines for stock prediction. 
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Simulations of Rare Isotope Beam Nuclear Reaction 38S+208Pb using Time-Dependent Hartree-Fock Theory.
Published:
This poster presentation focused on the findings of running multiple parallel simulations of two colliding nuclei at different angular momentum configurations on a supercomputer. The objective was to determine the probability of fusion of these two nuclei depending on the conditions.
FIT Emerging Technology: Generative design for furniture design
Published:
This talk centered on how my colleagues and I could implement generative design in the classroom. As a showcase example, it demonstrated how to develop a desk that could use less material and still be equally strong.
From symmetric building blocks to neural synchronization in the connectome
Published:
In this poster I explored how a concept in graph theory, “fibration symmetries,” can potentially be present in a worm’s neural wiring and the implications of such symmetries for synchronization in neural dynamics, as demonstrated via simulations based on ordinary differential equations.
Fibration symmetries reveal neuronal synchronizations in the C. elegans connectome
Published:
This is a follow-up poster presentation to the 2022 one. Here we showcase the construction of our toolkit to reconstruct a “corrupt” graph into a fiber-symmetric version using integer linear programming, using the neural recorded data from C. elegans in an in-vitro environment as a constraint.
teaching
Step by step calculus 1: Learn from scratch. Online Course.
Online course, Udemy, 2019
Calculus One is an introductory course to calculus as a subject. It covers all the essentials: from knowing what a function is to finding limits, taking derivatives, and sketching a given curve. This course is vital for any student wishing to pursue a degree in science or engineering. For each topic that is covered in this course, it starts by giving a general introduction to concepts followed by problem solving, because practice is definitely the best way to learn. The course concludes by introducing MATLAB, which is a powerful scripting tool that allows you to graph curves, take derivatives, and much more using a few lines of code.
MIT + FIT: Generative design for footwear design
Workshop, Advanced Functional Fabrics of America, 2019
Taught students at the Summer 2019 MIT and FIT AFFOA Workshop how to integrate the up-and-coming generative design technology for footwear sole development. In general, students learned to integrate design and engineering for creating advanced functional fibers, yarns, and textiles, and they developed innovative product concepts like biodegradable footwear and active textiles with embedded technology for safety and performance.
Scanning electron microscope art
Student workshop, Fashion Institute of Technology, 2021
Worked with students over several weeks to fine-tune their art project of imaging at the small scale. Using a scanning electron microscope along with its secondary electron detector (SED) surface topography imaging capabilities and backscattered electron detector (BSED) compositional contrast, that information was used to color different regions.
Color and Light Science 2019 - 2023
Science lab for fashion student majors, Fashion Institute of Technology, 2023
Served as the teaching assistant for multiple sections of SC 332 - Color and Light at the Fashion Institute. In this course the basic principles of color science, including color measurement and color reproduction, are examined. I mainly focused on aiding students in using scientific equipment such as colorimeters and Vis-NIR spectrometers, among others, to translate theory into practice.
Physics Laboratory Teaching 2019 - 2023
For Biomedical and Engineering majors, City College of New York, 2023
Taught underrepresented biomedical and engineering undergraduate majors introductory physics concepts through elaborate lab setups and in-class work, covering wave dynamics, electronics, and light-matter properties.