-
👋 Hi, I’m @adityakunar. A M.Sc Data Scientist from TU Delft
-
🌱 I’m currently working towards bettering synthetic tabular data generation methods via GANs, read more here->Blog
-
💞️ I’m looking to collaborate on investigating and evaluating privacy and memorization risks associated with training differential private GANs. Read more about my work on differential privacy here->Blog
-
👀 I’m passionate about A.I, machine learning and deep learning. I've worked on the following projects:
- Fast and Effective Image Classification using MobileNet+SSD: To achieve a fast and effective image classifier, studied the integration of the MobileNet architecture into the Single Shot Detector (SSD) framework in pytorch, check out our work here -> Blog
- Processing GDelt Dataset in Apache Spark and AWS: Analysed how to optimally extract insights from the GDELT dataset using Apache Spark and AWS, read more here->Blog
- A Reproduction of Dropout for Deep Neural Networks: For effectively preventing overfitting in deep neural networks, studied dropout as a regularizer for deep neural networks using pytorch, read more about our work-> Blog
- Cyber Data Analytics: Executed effective class imbalance learning and anomoly detection for static and time-series data using python
- Multivariate Data Analysis: Worked on MAP estimation for classifying healthy and diseases samples in ECG data, as well as assignments related to Bayesian regression, generalised linear models, Gibbs sampling and Gaussian process classification
- Data Visualization in Tableau: Created visually appealing, user‑friendly dashboards to let end‑users explore open data about crime and policing in the UK easily and effectively
- Research Methodology for Data Science: Worked on linear/logistic regression models and scientifically tested hypotheses in R; examined optimizing dimensionality reduction techniques like PCA for high dimensional datasets in MATLAB
- Natural Language Processing: Built a fake news detector using python by implementing the techniques of the paper, "Emergent: a novel data-set for stance classification" -
📫 You may reach me at [email protected]
adityakunar Goto Github PK
Name: Aditya Kunar
Type: User
Company: Generatrix- A.I based data synthesizing platform
Bio: I recently obtained a master's degree in Data Science from Delft University. I am passionate about solving problems using deep learning techniques.
Location: Delft, Netherlands
Blog: adityakunar