Alaa Mohamed
Cairo
Summary
AI professional with 10 years of experience in ML, chatbots, and RAG algorithm optimization. Skilled in RPA and driving digital transformation to enhance operational efficiency.
Overview
10
10
years of professional experience
1
1
Certification
Work History
AI Team lead
Zenith AI
08.2023 - Current
- Company Overview: no longer in business
- AI Model Development: Design, develop, and deploy ML models using TensorFlow and techniques like image processing and recommendation systems
- Data Analysis s Preparation: Analyze large datasets with Pandas, NumPy, and SQL to ensure high-quality data for model development
- Algorithm Design s Optimization: Optimize algorithms like RAG, SLAM, RANSAC, 3D construction, and K-means using hyperparameter tuning for efficiency and accuracy
- Chatbot Development: Build and deploy conversational AI using Kore.ai and WorkHub, integrating Hugging Face for NLP and platforms like Slack and MS Teams
- Research s Innovation: Implement cutting-edge AI solutions with Jupyter Notebooks, and Hugging Face for prototyping and research
- Collaboration: Work with cross-functional teams using Git, GitHub, and Jira for version control and project management
- Problem-Solving: Apply AI techniques to solve complex problems, leveraging tools and algorithms for effective solutions
- No longer in business
RPA Team Leader
Advansys
01.2022 - 08.2023
- Optimized RPA Development: Shortened process delivery timelines by 25% in the software development lifecycle
- Technical Guidance: Provided guidance to 25 developers on UiPath and chatbot usage for business cases
- Cross-Functional Collaboration: Worked closely with teams in product management, data engineering, and key business areas (Banking, Procurement, Finance, HR)
- Team Development: Created KPIs and development plans to support team growth and performance
- Leadership: Managed and led development cycles for business sectors including banking, telecommunications, and the oil industry
- Documentation s Reporting: Document RPA solutions, code, and processes and provide regular reports the outcomes to stakeholders via Power BI and Tableau
RPA Senior Developer
_VOIS
03.2019 - 01.2022
- RPA Development: Designed and deployed automation solutions using UiPath and Automation Anywhere
- Process Mapping: Analyzed and mapped business processes for automation opportunities
- Bot Optimization: Optimized and maintained RPA bots for improved performance
- Stakeholder Collaboration: Worked with business teams to gather requirements and deliver solutions
- Code Review s Mentorship: Led code reviews and mentored junior developers
- Testing s Troubleshooting: Conducted testing and resolved bot issues
- Documentation: Created technical documentation and deployment guidelines
- Bot Deployment: Deployed and integrated RPA solutions into production systems
- Performance Monitoring: Monitored bot performance and made improvements
- Automation Strategy: Contributed to the RPA strategy and roadmap
- Training s Support: Provided training and support to end-users and team members, ensuring smooth adoption of RPA solutions and resolving post-implementation issues
- Governance s Compliance: Ensured RPA solutions adhered to company policies, data privacy regulations, and compliance standards
R&D Engineer
Inventec
09.2017 - 09.2018
- Company Overview: Taiwan
- AI Research: Conducted research and developed new AI algorithms for applications like NLP and computer vision
- Prototyping s Development: Built and tested AI models using TensorFlow
- Model Evaluation: Evaluated and optimized AI models for performance and scalability
- Collaboration: Worked with cross-functional teams to apply AI research to real-world solutions
- Paper Publishing: Published research papers in AI journals and conferences to share findings and contribute to the AI community
- Taiwan
Web Development Trainer
ITI
05.2015 - 07.2015
- Curriculum Creation: Developed structured web development courses, covering topics such as Bootstrap, JavaScript, and PHP
- Practical Coding Sessions: Led hands-on coding exercises and projects, enabling students to build functional websites and web applications
- Student Evaluation s Feedback: Assessed student progress through quizzes, assignments, and project evaluations, providing constructive feedback
Education
Master's - Robotics s AI
National Taiwan University of Science and Technology
Taipei07.2018
Diploma - web development
Information Technology Institute
07.2016
Bachelor's - CompEngineering
Faculty Of Engineering
Assiut07.2014
Skills
- RPA: UiPath
- AI: OpenAI - RAG - SLAM Navigation & Localization - 3D inspection
- Chatbots: Conversation design - Koreai - Sentiment analysis - Workhub -Hugging Face
- Python: Panda - TensorFlow - NumPy
- Computer Vision: OpenCV - PCL - Image processing
- Programming: C - python
- Cloud: AWS (Lambda) - Google Cloud -Microsoft Azure
- Web: Bootstrap - PHP
- Version Control: Git - SVN
- Data Visualization: Tableau - Power BI - SQL
- APIs: FastAPI - Postman
- Deployment: Docker - Flask
- Non-technical: Leadership - Risk Management - Collaboration - Presentation - Decision Making - Problem Solving
Certification
- Kore AI Advanced XO platform Developer (Smart Assist, Agent Assist and Search AI), 2022
- UiPath Advanced Developer international certificate UiARD, 2022
- _VOIS Employee of the year, 2022
- Vodafone Automation Team Top Performer, 05/01/20
- SAFE (Scaled Agile Framework) enabled award, 01/01/20
- Global Initiatives Symposium (GIS) conference silver poster award, 07/01/18
- NTUST full scholarship, 09/01/16
- Environment Cup for robotics compaction, 05/01/13
Publications
- Implementation of an Autonomous AOI system by HIWIN robot based on RGB-D and CAD models.
- Autonomous Robot-Guided Inspection System Based on Offline Programming and RGB-D Model.
Languages
Arabic
Bilingual or Proficient (C2)
English
Advanced (C1)
Timeline
AI Team lead
Zenith AI
08.2023 - Current
RPA Team Leader
Advansys
01.2022 - 08.2023
RPA Senior Developer
_VOIS
03.2019 - 01.2022
R&D Engineer
Inventec
09.2017 - 09.2018
Web Development Trainer
ITI
05.2015 - 07.2015
Master's - Robotics s AI
National Taiwan University of Science and Technology
Diploma - web development
Information Technology Institute
Bachelor's - CompEngineering
Faculty Of Engineering
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