Open to opportunities

shorouk adel

@shoroukadel

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Machine Learning Researcher passionate about AI and NLP innovations.

Egypt

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What I'm looking for

I am seeking a role that fosters innovation in AI, encourages collaboration, and offers opportunities for professional growth.

I am a highly motivated Machine Learning Researcher with a Master's degree specializing in Artificial Intelligence, focusing on Deep Learning and Natural Language Processing. With over five years of experience as a teaching assistant, I have honed my communication and mentoring skills, enabling me to effectively convey complex concepts to diverse audiences. My passion lies in leveraging AI to revolutionize industries and improve lives.

Throughout my career, I have developed and implemented various machine learning models and algorithms for applications ranging from medical support tools to legal information retrieval systems. My projects, such as the Diabetic Risk Prediction App and the Pediatric Medical Support Tool, showcase my ability to integrate advanced AI techniques with practical solutions. I thrive in collaborative environments, working alongside researchers and faculty to advance innovative research initiatives.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Instructor

Current

Yat Learning

Aug 2024 - Present (9 months)

Delivered comprehensive instruction on Python programming for data science and machine learning concepts, including supervised/unsupervised learning and time series modeling. Guided students in Python environment setup, introduced cloud computing with Microsoft Azure, and covered Deep Learning, NLP techniques, LLMs, RAG, LangChain, PEFT, and Prompt Engineering.

Python Programming Data Science Machine Learning Deep Learning Natural Language Processing LLM Microsoft Azure TensorFlow PyTorch Teaching Public Speaking

Current

Machine Learning Researcher

Current

Intelligent Systems Laboratory(AAST)

Dec 2024 - Present (5 months)

Conducted scientific and applied research in machine learning and artificial intelligence, focusing on developing and implementing models for natural language processing tasks using Large Language Models (LLMs). Collaborated with researchers and faculty to advance research initiatives and assisted in preparing research papers and presentations.

Machine Learning Artificial Intelligence Natural Language Processing Large Language Models Research Data Analysis Python Deep Learning

Current

Teaching Assistant

Current

Arab Academy for Science, Technology and Maritime Transport

Feb 2024 - Present (1 year 3 months)

Assisted students with lesson assignments, delivered educational assistance, and helped faculty prepare lesson outlines and curricula. Conducted scientific and applied research, posted course materials, and graded assessments.

Teaching Research Curriculum Development Public Speaking Team Management Python Image Processing

Technical Support Engineer

Continental Technical Services (CTS)

Jan 2018 - Sep 2018 (8 months)

Provided technical assistance, resolved issues, and documented interactions for clients. Collaborated with teams, engaged in continuous learning, and adhered to company policies.

Technical Support Troubleshooting Problem Solving Documentation Team Collaboration Customer Service

Teaching Assistant

Higher Institute of Engineering and Technology

Nov 2018 - Sep 2023 (4 years 10 months)

Teaching Research Curriculum Development Public Speaking Team Management Python Image Processing C++

Education

Degrees, certifications, and relevant coursework

Arab Academy for Science, Technology and Maritime Transport

Master Degree of Electronics Engineering (Msc), Artificial Intelligence

Activities and societies: Dataset Creation, Pre-trained Model Analysis, BERT Exploration, BERT Integration with Sequential Architectures, Diverse Model Training, Ensemble Methods Study, Challenges and Visual Evaluation, Deployment

Focused on Artificial Intelligence, with a specialization in Deep Learning and Natural Language Processing. Conducted a comparative study of 10 pre-trained models and explored BERT integration with sequential architectures. Developed and deployed a system using Git and Streamlit.

Arab Academy for Science, Technology and Maritime Transport

Bachelor of Engineering (B.E.), Communication and Electronics

Grade: Excellent with honor (GpA:3.84)

Activities and societies: Built and implemented a face detection and recognition system for blind people, including real-time face detection and recognition using HOG with SVM, building recognition using SIFT and SURF features, GPU acceleration, GSM integration, and sensor modules.

Majored in Electronics and Communication, with a minor in Digital Signal Processing and Machine Learning. Built and implemented a real-time face detection and recognition system for blind people, integrating software and hardware components. Achieved an excellent academic standing with honors.