List of Projects I worked on so far:
• Glot 500 low resource langauges generation for over 500 languages
• Automated Lyrics Generation using finetuning of transformer models
• Sentimental and Psychological Analysis Application to do customer Feedback Analysis (Screenshots attached below)
• Custom message Generation for marketing products to clients based on Linkedin Profile data and GPT-3
• Text Simplification using tokenized BART and CWI for assisting people with disabilities
• Knowledge Graph Based Question Answering with adversarial attacks
• Voice Recognition in German web app using flask, bert, javascript, html, css
• Enhanced Chatbot with question answering techniques such as question type classification, keyword detection
• Extractive and Abstractive Text Summarization using Transformers BERT, BART, T5, attention based seq2seq models
• Text Generation using GPT-3, Context Free Grammars and Markov Chain
• Keyword Extraction using text rank algorithms
• Face positioning application for ID cards operation using FLASK, HTML, CSS and Djinga
• Neural Image Captioning using CNN-RNN structure from Google Flicker 8k dataset integrated into Flask Web application as a stock photography website
• Chatbot using LSTM and tensorflow on movie conversation dataset
• Packman Game using BFS & A* algorithms and pygame module in python which is available in my introductory video!!
• Object Detection Using Fast RCNN, RCNN and YOLO on Zombies, birds, cars and tumors
• Image classification using CNN with data augmentation and transfer learning on CIFAR images
• Speech Recognition on Turkish, Hebrew and romanian data by fine tuning transformers wav2vec
• Arabic Poem Meter Classification from Acoustic Data using CNN
• Language and Gender Identification from voice records into German, Spanish and English using CNN and BiLSTM
• Topic/Concept Modeling using SVD/NMF decomposition
• Arabic tweets Sentiment Analysis using conv1d and LSTM with an overall accuracy of 94%
• Metamorphic Malware Detection from sequential malware and malware images using CNNs and LSTMs
• Speech Synthesis and Recognition using CNN-RNN architectures
• Normalizing Flows baseline architecture implementation from scratch on pytorch
• Neural Machine Translation using attention based LSTM seq2seq model from French to German
• Text Classification using neural networks, naive Bayes classifiers, Decision Tree Classifiers, random forests, etc
• Text correction recommendation system by grammar checking acceptability using T5
• A LOT OF SEARCH ENGINES USING TEXT SIMILARITY TECHNIQUES LIKE COSINE SIMILARITY and word2vec
• Neural Question Answering using Siamese Networks
• Hybrid Image from two or more images using MATLAB, Python, and OpenCV.
• Car palette detection and recognition system using opencv and machine learning models
• Database System for a Travel Guidance System using C#.
• CVPR 2019 Papers Information Retrieval Search Engine using SPARK