Professional headshot of Ali Soleymani

Ali Soleymani

Senior IT Systems Engineer & AI Researcher

About Me

I bridge the gap between robust software engineering and advanced artificial intelligence. With over 14 years of industry experience managing large-scale enterprise network infrastructure, continuous system administration, and leading data science initiatives, I am now deeply focused on AI safety.

My core expertise lies in building Neuro-symbolic AI systems—wrapping non-deterministic LLMs in deterministic logic to solve hallucination and control problems. Currently based in Iceland, I bring a unique blend of technical IT troubleshooting and innovative academic research to every project.

Expertise

IT Infrastructure & System Administration

Linux Server Admin Windows Server OS Hardware & Software Support VMware / Virtualization Docker / Containers Centralized Monitoring Active Directory Network Troubleshooting

AI & Data Science

Data Analysis Data Science Machine Learning Deep Learning Natural Language Processing Large Language Models (LLMs) Neuro-symbolic AI Computer Vision Feature Engineering Model Training & Optimization MLOps

Programming & Tools

Python React PostgreSQL / Supabase Android Development API Development Microservices Architecture Version Control (Git)

Cloud & Professional Skills

Microsoft Azure Power BI Project Management Team Leadership Technical Documentation Critical Thinking Problem Solving

Professional Journey

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 with enhanced 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:
    • Significantly reduced loan default rates through advanced predictive modeling
    • Greatly improved customer segmentation accuracy
    • Automated a significant portion of credit assessment processes
    • Substantially reduced loan approval decision time

Network Manager & Data Analyst

Sadad Informatics Corporation

2009 - 2023

  • 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. Student (Computer Engineering)

Islamic Azad University, Iran

Feb 2017 - 2020

Discontinued due to relocation
  • Status: All Coursework Completed.
  • Key Achievement: Passed PhD Comprehensive Exam (Spring 2019).
  • GPA: 16.96 / 20.00 (Rank A)
  • Proposed Research Focus: Neuro-symbolic Architectures for Longitudinal State Estimation. Decoupling reasoning from generation in educational AI. Proposed architecture wraps a stochastic LLM "Actor" within a deterministic Bayesian Knowledge Tracing "Planner" to eliminate hallucinations and ensure psychometric validity.

M.Sc., 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.

B.Sc., Software Engineering

Islamic Azad University

2010 - 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

ProposalMD: AI-Powered Startup Operating System (2025)

Full-Stack AI SaaS

  • Architected an intelligent SaaS platform that guides users from a raw idea to a fully market-ready business proposal through 13 AI-powered phases.
  • Tech Stack: React 18, TypeScript, Tailwind, PostgreSQL (Supabase), Docker, and Google Gemini API.
  • Implemented complex multi-agent AI workflows, real-time chat functionality, and robust system architecture handling various export formats (PDF, JSON, Markdown).
  • View Project Details: proposalmd.com

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.
  • Live Demo: View Project

Parental Support Platform (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.
  • The platform aims to provide reliable information and practical resources covering the journey from pre-pregnancy through early years.
  • Conceptual Design Preview: View Concept

Icelandic Law ChatBot (2024)

AI Legal Assistant / Iceland

  • Developed comprehensive AI chatbot fine-tuned on Icelandic legal information:

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 high-accuracy ML models for credit risk prediction, significantly reduced loan default rates, and automated routine credit assessment tasks.

Customer Behavior Analysis (2020-2022)

Sadad Informatics Corporation

  • Developed comprehensive customer analytics platform including predictive models for payment behavior, customer segmentation, automated reporting, and 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 streamlined disaster recovery procedures.

Professional Certifications

Advanced Data Science & Machine Learning (160 Hours)

CafeTadris | June 2024

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Data Science Intermediate-level (40 Hours)

CafeTadris | September 2023

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Data Science Entry-level (40 Hours)

CafeTadris | September 2023

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