Tanush Paradeshi
Hello I'm Tanush; I'm a sophomore at Carnegie Mellon University studying computer science and statistical machine learning. I enjoy building things across web and mobile development, machine learning, and data science, and I’ve worked on projects in computer vision, bioinformatics, data science and computational modelling for physical systems. I’m really into math, probability, and algorithms, and I have done some competitive math and programming.
Education
Carnegie Mellon University
B.S. Computer Science + Statistics/Machine Learning (edit as needed)
Relevant Coursework
- Data Structures & Algorithms (15-122)
- Introduction to Computer Systems (15-213)
- Functional Programming (15-150)
- Parallel & Sequential Data Structures and Algorithms (15-210)
- Great Theoretical Ideas in Computer Science (15-251)
- Discrete Mathematics (21-127)
- Linear Algebra (21-241)
- Multivariable Calculus (21-259)
- Probability Theory (21-325)
Skills
Proficient Programming Languages
Python, C/C++, Java, JavaScript, HTML/CSS, SQL, R, MATLAB
Packages / Software
React Native, TensorFlow, Keras, PyTorch, scikit-learn, Matplotlib, Pandas, NumPy, Seaborn, jsPsych, Gmsh, PyRadiomics, SimNIBS, Ionic, Firebase, Flask, Angular, Django, MongoDB
Projects
CellCounter
Computer vision pipeline for inferring cell counts from Visium spatial transcriptomics histology images (StarDist + OpenCV).
CBCT Radiomics ML (CSIRE)
Radiomics + ML pipeline on CBCT scans to predict cardiovascular outcomes (feature selection + classical ML).
TMS Brain Project
Analysis work related to transcranial magnetic stimulation experiments and derived datasets.
UCI Web Experiments
Three deployed web-based experiments for behavioral data collection.