Projects &
Skills

• Bioactivity Prediction | QSAR | RDKit, Feature Engineering, Scaffold CV, Model Ensembling
• Multi-task pipeline to predict molecular activity from SMILES using fingerprints and ensembles

• Imitation Learning | Deep Reinforcement Learning | Behavioral Cloning, DAgger, CNN, OpenAI Gym
• Trained an agent to drive in CarRacing using expert demos and DAgger policy refinement

• Model interpretability | Explainable AI (XAI) | Latent space analysis, interactive Dash visualization
• Model Explanations for a Deep Feature Consistent Variational Autoencoder (DFC-VAE)

• Climate pattern detection | Unsupervised learning | UMAP, t-SNE, NASA POWER API, ReliefWeb API
• AI Visualization of Latent Space to Detect Worldwide Weather Clusters and Patterns

• Audio Analysis | Anomaly Detection | Auto-Encoders, Convolutional Neural Network, Python Dash
• Heat Pump Anomaly Detection System Based on Audio Data

• Recommender Systems | Multi-Label Classification | KNN, Random Forest, Neural Networks
• Smart Recommender System for Real-World Configurator

• Financial Analytics | Business Performance Visualization | Flask, AWS
• Monthly Financial Insights Dashboard for Tracking Business & Economic Performance

• Predictive Analytics | Order Intake Forecasting | Regression Models, Python Dash, AWS
• Predictive Business Analytics Dashboard based on external industrial indicators

• Market Basket Analysis | Cross-Selling Insights | Association Rules, R Shiny, AWS
• Cross-Selling Analysis Using R Shiny and Association Rules

• Computer Vision | Occlusion Removal | Convolutional Neural Networks
• Enhanced Occlusion Removal Using Advanced Computer Vision Techniques

• Financial Modeling | Stock Valuation | Machine Learning
• Thesis on Value Investing with Machine Learning

• Network Analysis | Visualization of Research Collaborations | Linear Algebra, Selenium, R Shiny, AWS
• Network Analysis and Visualization of Partners in International Project Collaborations

• Medical Imaging | Tumor Classification and Segmentation | Fully Convolutional Networks
• Automated Mammogram Analysis and Breast Cancer Detection

• Bioinformatics | Differential Gene Expression Analysis | R
• Pathway Analysis & Data Normalization of Mouse Embryos

• Natural Language Processing | Recommender Systems | Matrix Factorization
• Spotify Playlist Enrichment through Machine Learning

• Time Series Analysis | Player Prediction | Long-Short-Term Memory
• Professional Chess Player Prediction using LSTM

Test Scores

• TOEFL: 110/120
• Reading: 29/30 | Listening: 29/30 | Speaking: 26/30 | Writing: 26/30

• GRE:
• Quantitative Reasoning: 162/170
• Verbal Reasoning: 158/170
• Analytical Writing: 4.0/6.0