HOSAM MAHMOUD
AI & Automation Engineer | Master in AI & Data Science
About Me
Dynamic and Results-oriented AI and Automation Engineer with a Master of Engineering in AI and Data Science from the University of Ottawa. Experienced in designing and deploying automated workflows, intelligent chatbots, and voice assistants powered by large language models to enhance efficiency and customer engagement.
Skilled in building end-to-end automation pipelines, managing deployments, and collaborating across teams to optimize business processes and deliver scalable, impactful solutions.
Technical Arsenal
Programming & Tools
- Python, R, SQL
- Power BI, Excel
- Git & GitHub
AI & Machine Learning
- TensorFlow, PyTorch, Keras
- LLMs, RAG, Agentic AI
- NLP & Computer Vision
- Scikit-learn, Pandas, NumPy
Cloud & Big Data
- AWS, Azure
- Docker, CI/CD
- Spark, Cassandra DB
Automation & Integration
- Workflow Automation
- Chatbot Development
- APIs & Web Scraping
- n8n, PostgreSQL
Experience
AI & Automation Engineer
September 2025 - Present
- Designing and developing automated workflows to optimize business operations
- Building intelligent chatbots and voice assistants with LLM integration
- Creating end-to-end automation pipelines connecting multiple business applications
- Managing CI/CD pipelines across development, staging, and production environments
Data Analyst
June 2023 - September 2025
- Automated manual Excel reports using Python, reducing processing time from 6 hours to seconds
- Developed SQL database solutions enabling real-time Power BI dashboards
- Created data visualizations with integrated UI/UX enhancements
- Conducted in-depth data analysis to support data-driven decision-making
Featured Projects
🤖 Multimodal Telegram AI Assistant
Built a fully local chatbot with text, image captioning, and text-to-image generation using LLaMA, Gemma, and ComfyUI. Features persistent memory with PostgreSQL and n8n orchestration. Zero external APIs for complete privacy.
🗣️ Language Identification System
Developed a mobile and web application that accurately identifies 7 languages (Arabic, Portuguese, English, Italian, Spanish, French, German) in audio files using Python and Flask framework with real-time processing.
💰 Cryptocurrency Price Prediction
Built a system using NLP and sentiment analysis of tweets to predict cryptocurrency prices. Implemented machine learning models for real-time price predictions based on social media sentiment.
📹 YouTube & TikTok Web Scraper
High-performance media scraper capable of downloading 100+ videos with a single click. Features automatic video trimming and batch processing capabilities.
🎭 Fake Tasks Generation with CGAN
Developed a CGAN-based approach to generate synthetic tasks and evaluate detection performance using Random Forest and AdaBoost classifiers.
Education
Master of Engineering - AI and Data Science
February 2022 - February 2023
University of Ottawa, Ottawa, Canada
Grade: Excellent
Bachelor of Science - Computer Science
September 2017 - July 2021
Misr University for Science and Technology, Cairo, Egypt
GPA: 3.80/4.0
Certifications
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