Mennatallah Mohamed Hassan
Senior ML Engineer at Neuriva.ai
Giza, EgyptWork Experience
Senior ML EngineerFull Time
Neuriva.ai
Dec 2024 - Present -9 months
Egypt , Cairo
- Job Details:Design, develop, and fine-tune ML models, especially for NLP tasks. • Implement state-of-the-art transformers (BERT, GPT, Gork), embeddings, and tokenization techniques. • Optimize models for performance and accuracy, selecting the best algorithms for different problem domains. • Deploy scalable AI solutions on Azure Cloud (Azure OpenAI, Azure ML). • Develop AI-powered apps using LangChain, CrewAI, and RAG (Retrieval-Augmented Generation). • Integrate AI solutions into existing workflows for seamless deployment. • Develop and integrate AI APIs using FastAPI, Flask, and async I/O. • Build intelligent chatbots & agents with embedding models and OpenAI APIs. • Perform web scraping, data cleaning, preprocessing, and analysis for model readiness. • Conduct Exploratory Data Analysis (EDA) and feature engineering to improve model performance. • Use Git, Azure DevOps, and CI/CD pipelines for version control and automated deployments. • Work in Agile teams using Jira for task management and sprints. • Mentor junior team members, ensuring AI solutions align with business goals. • Stay updated on the latest AI/ML advancements. • Conduct research and experiments to implement new techniques/algorithms. • Develop and prototype proof-of-concept (PoC) AI solutions to demonstrate feasibility and business value. • Design and architect scalable and reliable AI solutions that meet business needs. • Ensure AI architectures are aligned with organizational goals, focusing on performance, scalability, and maintainability.
Ai EngineerInternship
- Job Details:April 2023 –Present: Machine learning Fundamentals Nanodegree, Udacity powered by AWS. • Course 1: Introduction to Machine Learning • Course 2: Introduction to Deep Learning • Course 3: Convolutional Neural Networks • Course 4: Developing your First ML Workflow Oct 2023 – Jan 2024: AI Programming with Python Nanodegree, Udacity powered by AWS. Udacity nanodegree certification • Course 1: Introduction to Python, Course 2: Anaconda, Jupiter Notebook, NumPy, Pandas, and matplotlib • Course 3: Linear Algebra Essentials, Course 4: Calculus Essentials • Course 5: Neural Networks • Elective course: Intro to Machine Learning, Elective course: GIT and GitHub
Ai EngineerInternship
Aug 2023 - Dec 2023 -4 months
Egypt
- Job Details:The Training Covered: • Artificial Intelligence: Current Developments and Future Perspectives • Introduction to Python, Data Structures and Algorithms • Programming Fundamentals, Python Libraries (NumPy, Keras, PyTorch) • Machine Learning and its Applications • Deep Learning: Neural Networks and Architectures and Natural Language Processing (NLP) • Reinforcement Learning and Embedded Systems in AI • Big Data Analytics and Time Series Analysis • Data Science: Clustering and ARIMA and Applications of AI in Healthcare and Engineering • Future of AI and Ethical Concerns
Network Security EngineerFull Time
Mar 2023 - Oct 2024 -1 yr, 7 months
Egypt
- Job Details:Design, install, configure, and troubleshoot LANs, WANs, and wireless networks, including routers, firewalls, managed switches, VLAN configuration, DSL links, wireless access points. • Monitor network performance (availability, utilization, throughput, and latency) and test for weaknesses - using the operation manager tool. And identifies, diagnoses, and resolves network problems. • Procures network equipment and manages subcontractors involved with network installation. • Create and maintain comprehensive documentation for all implemented networks. • Provide detailed designs for IP/data networks to ensure a consistent, stable, and secure infrastructure. • Arrange scheduled upgrades, and update network equipment to the latest firmware releases. • Managing root certificate authority network according to security compliance criteria • Maintaining internet connectivity necessary for verification procedures 24/7 • Installation, Configuration, and administration of Web Application Firewalls. • Configuration and administration of Root CA firewalls • Configures firewalls, Web Gateways, routers, and switches to maximize network efficiency and security. • Periodically update and check the health of all security systems, appliances, and applications • Wide Area gateway Services management and alerting • Manage, configure, and monitor the VOIP system. • Support the other teams for any issue related to configuration for the Ports, and security policies that they face and prevent them from continuing their job.
Deeplearing traineeInternship
- Job Details:The Training covered: • Introduction to Artificial intelligence and its applications • Introduction to Python programming and Data Structure • Supervised learning algorithms like Linear Regression, Logistic Regression, SVM, Decision Trees, Naive Bayes, etc. • Unsupervised learning algorithms like clustering, etc. • Neural networks and deep learning architectures and Transforms including CNNs, Yolo, RNNs, GANs, BERT, NLP, etc. • Key deep learning libraries and frameworks such as TensorFlow, Keras, and PyTorch. • Best practices for building and optimizing deep learning models.
Education
MSc in Telecommunications
Nile University (NU)Jan 2018 - Jan 2025 - 7 yr
Bachelor's Degree in Electric electronics and communication
Cairo University (CU)Jan 2012 - Jan 2017 - 5 yr
High School - Thanaweya Amma
HaramJan 2012
Activities
Head logistics at cece at Communication and electronics club for engineers
Student Activity
Jan 2013 - Jan 2016 -3 years
Skills
- Python
- Mathematics
- C++
- Statistics
- Palo Alto
- Computer Skills
- Telecommunication Engineering
- CCNA
- Programming Language
- MS Office
View More
Languages
Arabic
FluentEnglish
Advanced