Working on the DSI (Data Science Innovation) team.
Currently working alongside the Treasury Management team to deliver an interactive dashboard and an interactive web application to help the sales team and other teams in the company view data from the liquid money transactions between companies and other banks.
This interactive application also looks at expected liquidity using statistical approaches.
Wrote an algorithm in Java that computes the Siefert Matrix of Torus Knots, which advances the field of Topology. Writing an algorithm during the Summer of 2024 which when completed will allow mathematicians to find different knots without having to rearrange them.
Software Engineer (Volunteer)
Juola & Associates
Pittsburgh
12.2024 - 01.2025
Worked on the product JGAAP (Java Graphical Authorship Attribution Program) from the EVL (Duquesne's Evaluating Variations in Linguistics) Lab. Added new Event Drivers which add new measurable characteristics of the text for input for the ml classification algorithms. These new features are suitable for text and NLP analysis in English, Chinese, Greek, Russian, and Arabic.
I worked on the Machine Learning team to develop volume estimations from food waste using deep learning, efficiently cutting unnecessary costs for Cafeteria Dining businesses
I learned how to work with various neural network models to obtain information on the images, such as zero-shot classification and depth estimations and constructed point clouds and triangle meshes from images.
Libraries used at this job: Open3D, NumPy, PyTorch, OpenCV, TorchVision, Python, SQL
PBV Special Projects Analyst at Housing Authority Of The City Of Pittsburgh (HACP)PBV Special Projects Analyst at Housing Authority Of The City Of Pittsburgh (HACP)