Emad

Kebriaei

1-Led a team in creating a multi-modal cyberbully detection system covering text, speech, images, and memes. 2-Oversaw data acquisition, preprocessing, and model training, achieving top-tier detection accuracy. 3-Collaborated with product managers for seamless system integration. 4-Demonstrated leadership in overcoming technical challenges and fostering innovation. 5-Maintained expertise in AI trends, cybersecurity, and ethical AI development.

1-Built high-performance infrastructure using multithread programming, effectively handling thousands of connections to the database. 2-Optimized database queries to significantly enhance software efficiency, resulting in improved -application performance. 3-Developed the Back-End of multiple web applications, ensuring their robustness and functionality. 4-Created an embedded application on a Raspberry Pi, showcasing versatility in hardware and software integration. 5-Engineered a real-time application for IP-based communication, demonstrating proficiency in VoIP technologies. 6-Designed and implemented a map downloader program in Python, utilizing multithreaded techniques for efficient downloading. 7-Utilized powerful Linux packages such as FFmpeg and Sox for audio transcoding, transforming, and IP-based streaming. 8-Crafted intuitive database interfaces for various web-based software project 9-Trained models for automatic license plate detection using YOLOv5, OpenCV and Faster-RCNN

1-Pretraining PEGASUS model for Japanese abstractive text summarization. 2-Experiment on text generation evaluation metrics: ROUGE, BERTscore, BLUERT, MoverScore. 3-Implementing WRD (word rotator distance) on STS (semantic textual similarity). 4-Working on multilingual language models such as mBERT, mBART, LASER, MUSE, XLMR. 5-Working on BERT solutions for phrase detection 6-Comparing the information retrieval, machine learning, and deep learning approaches to extracting features 7-Relevant Technology \& Libraries: Python, PyTorch, BERT, LSTM, FastText, NLTK, Spacy, NumPy, SkLearn, Pandas, MeCab, Matplotlib, Linux, Docker, Git, Google Cloud