About Me

Highly skilled and experienced Systems Engineer turned Data Scientist with over 14 years of expertise in network design, implementation, and optimization. After starting my Ph.D. and attending a Deep Learning workshop in 2017, I developed a strong passion for Artificial Intelligence and Machine Learning. With extensive experience in managing large-scale networks and implementing AI solutions, I bring a unique blend of technical expertise and innovative problem-solving to every project.

Expertise

AI & Data

Data Analysis Data Science Machine Learning Deep Learning Natural Language Processing Computer Vision Large Language Models Feature Engineering Model Training MLOps Model Optimization

Programming & Tools

Python Android Development API Development Microservices Architecture Version Control (Git)

Cloud & Analytics

Microsoft Azure Power BI

Professional Skills

Project Management Team Leadership Technical Documentation Critical Thinking Problem Solving

Professional Journey

IT Support Field Engineer

AVASO Technology Solutions

Aug 2024 - Present

Providing comprehensive IT support and solutions in Iceland
Implementing and maintaining technical infrastructure

Data Scientist

Sadad Informatics Corporation

Feb 2019 - Aug 2023

Led data science initiatives while maintaining network management responsibilities:

Machine Learning & AI:
- Developed customer evaluation system achieving 85% accuracy in loan approval predictions
- Built predictive models for repayment probability analysis
- Implemented customer segmentation models using advanced clustering algorithms
- Created real-time anomaly detection systems for transaction monitoring
Data Analytics:
- Designed interactive Power BI dashboards for executive decision-making
- Established automated reporting systems for branch performance tracking
- Developed comprehensive KPI monitoring systems
Technical Achievements:
- Implemented machine learning pipelines using Python, TensorFlow, and PyTorch
- Developed REST APIs and microservices architecture for model deployment
- Created efficient ETL pipelines for data processing
- Utilized SQL and R for advanced data analysis
Key Impacts:
- Reduced loan default rates by 23% through advanced predictive modeling
- Improved customer segmentation accuracy by 35%
- Automated 60% of credit assessment processes
- Reduced loan approval decision time by 45%

Network Manager & Data Analyst

Sadad Informatics Corporation

2009 - 2019

Network Infrastructure:
- Managed complete network infrastructure for Mazandaran Province
- Configured and maintained Cisco networking equipment including routers, switches, and firewalls
- Implemented VLANs, VPNs, and advanced routing protocols
- Utilized PRTG and Nagios for network monitoring
Data Center Management:
- Designed and maintained server rooms using Dell, HP, and IBM servers
- Implemented SAN and NAS storage solutions
- Managed UPS systems and power infrastructure
- Oversaw VMware virtualization platform
Security Implementation:
- Configured and managed Cisco ASA firewalls
- Deployed IPS/IDS systems
- Established network access control policies
- Conducted regular security audits
System Administration:
- Managed Active Directory and Exchange Server environments
- Implemented backup and disaster recovery solutions
- Developed standard operating procedures
- Led technical training programs for staff

Academic Pursuits

Ph.D., Computer Software Engineering

Islamic Azad University

2018 - Present

Research Focus: Advanced deep learning approaches for customer behavior prediction in loan repayment scenarios
Thesis: "Novel Deep Learning Architecture for Customer Behavior Prediction in Banking Systems"
Key Research Areas:
- Deep Learning architectures for financial behavior prediction
- Natural Language Processing for customer interaction analysis
- Time series analysis for payment pattern recognition
- Feature engineering in financial datasets
Academic Achievements:
- Published 3 papers in international journals on AI applications in banking
- Presented research at 2 international conferences on FinTech
- GPA: 3.4/4.0
- Research Assistant in University AI Lab

Master's Degree, Computer Software Engineering

Islamic Azad University

2014 - 2016

Thesis: "Optimization Algorithms in Network Traffic Management"
Specialization: Network Security and Optimization
Key Coursework:
- Advanced Network Security
- Distributed Systems
- Algorithm Design and Analysis
- Advanced Software Architecture
Academic Projects:
- Developed a network traffic optimization system using machine learning
- Implemented a secure distributed file sharing system

Bachelor's Degree, Computer Software Engineering

Islamic Azad University

2012 - 2014

Focus Areas:
- Software Development
- Database Management
- Computer Networks
- Information Security
Notable Projects:
- Developed a student management system as final year project
- Created a basic network monitoring tool

Projects

Comprehensive Platform for Parental Support in Iceland (Conceptual Phase)- 2025

Planned Personal Project

Developed the initial concept and design for a comprehensive platform aimed at supporting parents and expecting parents in Iceland.
Directly inspired by the personal experience of approaching parenthood and identifying a potential community need.
The platform aims to provide reliable information, practical resources, and potentially a community forum for families, covering the journey from pre-pregnancy through post-partum and the early years of child development.
This planned project underscores a commitment to applying technical skills to address practical needs and support family well-being within the Icelandic community.
Conceptual Design Preview: View Concept
Status: Initial concept and design phase; planned for future development.

Development of Children's Talent Discovery Website (2025)

Personal Project / Client Work

Developed a website focused on children's talent discovery specifically for an Icelandic audience.
The primary goal was to provide a practical tool for Icelandic-speaking parents to better understand and nurture their children's unique abilities and interests.
Believing that early talent discovery is key to future growth and success, this site was created to support that journey.
**Live Demo:** View Project

Icelandic Law ChatBot (2024)

Iceland

Developed comprehensive AI chatbot for Icelandic legal information:
- Web application: alisoleymani.com/chatbot
- Android mobile application: Download APK
- Telegram bot: @IcelandLawBot
- Natural language processing for legal queries
- Multi-platform accessibility

Loan Risk Assessment System (2021-2023)

Sadad Informatics Corporation

Technical Stack:
- Python, TensorFlow, PyTorch for model development
- REST APIs and microservices architecture
- Power BI for visualization dashboards
Key Achievements:
- Developed ML models with 85% accuracy in credit risk prediction
- Reduced loan default rates by 23% through predictive modeling
- Automated 60% of routine credit assessment tasks
- Decreased decision-making time by 45%

Customer Behavior Analysis (2020-2022)

Sadad Informatics Corporation

Developed comprehensive customer analytics platform:
- Predictive models for payment behavior
- Customer segmentation and targeting
- Automated reporting and analytics
- Real-time monitoring dashboard

Network Infrastructure Modernization (2015-2019)

Sadad Informatics Corporation

Infrastructure Components:
- Cisco networking equipment (Routers, Switches, ASA Firewalls)
- VMware virtualization platform
- Enterprise storage solutions (SAN, NAS)
- Advanced monitoring systems (PRTG, Nagios)
Key Achievements:
- Implemented province-wide network upgrade
- Reduced network downtime by 75%
- Enhanced security protocols and monitoring
- Streamlined disaster recovery procedures

Icelandic ChatBot Email Kaggle LinkedIn Website GitHub