- Senior Machine Learning and Computer Vision Engineer at idrive AI
- Ph.D. student in Artificial Intelligence at Univeristy of Bucharest
- Proficient in Machine Learning, Computer Vision and Deep Learning
- Natural Language Processing
- Probability & Statistics
- Signal Processing & Time Series
- Advanced Mathematics
If you are a student in Artificial Intelligence, maybe this can help you.
| Project | Description |
|---|---|
| Driver Monitoring System for Outside World | Using multi-task stacked deep neural networks accelerated on embedded devices |
| Detect Targets In Radar Signals | Comparing state-of-the-art CNNs to Vision Transformers for counting objects in radar signals |
| Curling with Computer Vision | Applying Color Spaces Transformations, Hough Circles, Object Detection, CSRT Tracking for Curling |
| Google Landmark Recognition Challenge | Gradient Visualizations Analysis between VGG-16 and Resnet-18, collaboration with Bitdefender |
| Sudoku with Computer Vision | Exploring non-learning (mostly) computer vision techniques for various tasks applied to the Sudoku game |
| Project | Description |
|---|---|
| WMT Shared Task: Similar Language Translation | Using Transformers and RNNs with Attention for neural translation of Romance Languages: Spanish → Romanian |
| Geo-location of German Tweets | Predicting latitude and longitude using a Multi-Layer Stacking Architecture fine tuned with Bayesian Optimization |
| Music Genre Classification based on Lyrics | Classification model based on extracted features: statistic structure, semantic structure and lyrics similarity encoding |
| Suicide Risk Assesment for Early Intervention | Classifying Reddit Users in groups of suicide risk for possible early intervention based on their posts |
| Retrieval System for Romanian Language | Information Retrieval System based on Apache Lucene and Tika |
| Project | Description |
|---|---|
| Stock Trading with Reinforcement Learning | Generating a stock trading model based on variations of Deep Q-Networks |
| Time Series analysis for Bitcoin | Exploring trend, seasonality, (partial) autocorrelation, stationarity, ARIMA models |
| Deep Probabilistic Modeling | Introduction to (deep) probabilistic modeling based on PyMC and Pyro |
| Knowledge Representation and Reasoning | First Order Logic problems, Rule-based Algorithms, Fuzzy Aggregation and Defuzzification |
| Smartphone User Classification | Smartphone User Classification based on Accelerometer Patterns |
| Problem Solving and Search | Solving games based on search algorithms |
Projects using Firebase Database and Storage are no longer maintained due to security issues.
| Project | Description |
|---|---|
| PerfectTime | Social Network Android App with NewsFeed, developed with Firebase Database & Storage |
| Hello World | Android Chat App Developed with Firebase Database & Storage |
| The Fat Fish | Game Project for Android |