Since the times of d'Alembert, Lagrange and Euler humans like to add fictitious dimensions to their real-world physical and mathematical problems. This art was perfected in the XX-th century by Heisenberg, Pauli and Dirac in their 'matrix mechanics'. In the XXI-st century we can contribute to this proud tradition too, we have computers! :)

Comprehensive reproduction of the paper "BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Mass Vaccination Setting" by Noa Dagan, MD, et al., assisted by Professor Yair Goldberg. This statistical project explores vaccination's multifaceted impact on infection rates, employing synthetic data, advanced matching, and sophisticated statistical analysis.

Website of the ready4 suite of tools for data synthesis and modelling in mental health

Build machine learning image classifiers and summarize large image datasets from the Imaging FlowCytobot (IFCB)

Repository for Slide Deck and Code Examples for talk at SDP Convening 2023

Synthesize, analyze, and visualize biological oceanography data

Data Utility Improvement Experiment for DECAF

For this project, I aimed to perform sentiment analysis on IMDB movie reviews. My dataset consisted of over 36,000 reviews, each accompanied by movie ratings ranging from 0 to 10. The primary objective was to construct a machine learning model capable of categorizing reviews into three sentiment classes: negative, neutral, and positive.

A repository for synthesizing and simulating MRI images

echoseq R package - Synthetic-data generator: replication and simulation of molecular and clinical data

Counting Bees

This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.

Synthesis data in YOLO format given background and object images

data synthesis for simulation of pen-based interaction

FMRI data augmentation via synthesis, The IEEE International Symposium on Biomedical Imaging (ISBI'19)

The Coastal Carbon Network Data Library: An open-source database featuring carbon data from tidal wetlands around the world

Blender Python Package for extracting internal data from blender scenes for 3d related data generation purposes.

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.