プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Amr A.に依頼

Egypt

Data Scientist with 3+ years of experience

プロフィール概要

As an enthusiastic communication and information engineer, I bring extensive experience in programming and a strong background in AI, specifically machine learning and deep learning algorithms. With a solid foundation in theoretical mathematics and hands-on implementation skills, I excel at efficiently debugging code and solving complex problems. My academic studies have covered a wide range of topics, including machine learning, deep learning, computer vision, natural language processing, linear and non-linear programming, multi-variable calculus, probability and stochastic processes, and linear algebra. For over four years, I have been proficient in Python and MATLAB, and I also have familiarity with C and C++. I have worked with various technologies and libraries such as TensorFlow, Keras, PyTorch, Matplotlib, Pandas, Scikit-learn, NumPy, Hadoop, Spark, Flask, Word2Vec, spaCy, and BeautifulSoup. As an extensive TensorFlow developer, I have utilized this technology in numerous projects, including FNN, CNN, RNN, LSTM, GANs, and autoencoders. Additionally, I possess expertise in OOP, data structures, algorithms, optimization techniques, probability and statistics, and reinforcement learning. Here's a summary of my technical skills: Concepts: OOP, Data structures, Algorithms, Optimization techniques, Probability and Statistics, ML, DL, CV, NLP, Reinforcement learning Programming languages: Python, C++, C, MATLAB, C# ML algorithms: Logistic regression, Decision trees, SVM, KNN, Ensemble methods, PCA, Naive Bayes Deep learning algorithms: FNN, CNN, RNNs, Autoencoders, GANs, Transformers, LLMs ML/DL libraries: TensorFlow, Keras, PyTorch, Scikit-learn, Hugging Face, OpenCV Reinforcement learning: Gym, Stable Baselines, FinRL Data Analysis: Pandas, NumPy, SciPy Data Visualization: Matplotlib, Seaborn, Plotly, Power BI Cloud Services: AWS, GCP Big Data libraries: Spark, Hadoop, Kafka Data querying: SQL, NoSQL (MongoDB) Quant space: QuantConnect, Quantopian Other: Agile, Git, Linux I'm committed to staying updated with the latest advancements in the field of AI through continuous learning. With my expertise, I can develop and implement AI models for various applications, analyze complex data sets, create visualizations, design efficient AI architectures, and optimize models for performance and accuracy. I'm excited to bring my skills and passion for AI to your projects, delivering high-quality results and driving innovation.

専門分野

• ★ Data Analysis
• ★ Machine Learning
• ★ Natural Language Processing
• ★ Deep Learning
• ☆ Software Engineering
• ☆ Data Processing
• ☆ Artificial Intelligence
• ☆ Mathematical Optimization
• ☆ SQL
• ☆ Data-Driven Decision Making

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Market Research, Gray Literature Search, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Formulation

職務経験

Danu

AI Engineer

8月 2022 - 現在

Data Scientist

Upwork.com

1月 2020 - 現在

Software Engineer

Jumeriah Egypt For Trading and Contracting

6月 2022 - 7月 2022

学歴

AI & Machine Learning Professional Diploma (9 Months)

ITI

10月 2022 - 6月 2023

BCs in Communication and information Engineering

Zewail City of Science and Technology

9月 2015 - 6月 2020

認定資格

• 認定資格の詳細は未入力です。