Python
Machine learning workflows, data processing and automation
Expertise
PyTorch
Deep learning model implementation and evaluation
Hugging Face Transformers
Language models and NLP workflows
PEFT / LoRA
Parameter-efficient language model adaptation
XLM-RoBERTa
Backbone used in FaRAG-Guard research
Persian NLP / RAG
Retrieval, claim verification and hallucination detection
Reinforcement Learning
Research in adaptive resource allocation
Graph Neural Networks
Graph modelling and distributed resource allocation
SQL
Databases and structured data processing
Linux
Server administration and infrastructure environments
Docker
Containers and service runtime environments
Kubernetes
Container orchestration
Zabbix
Network, server and service monitoring
VMware / ESXi
Virtualization and virtual machine infrastructure
Windows Server / Active Directory
Windows Server environments and directory administration
Veeam
Infrastructure backup tooling
MikroTik / pfSense
Routing and network infrastructure administration
TrueNAS
Storage and monitoring with Zabbix
TCP/IP / LAN / WLAN
Routing, switching and network troubleshooting
ML Evaluation
Benchmarking, ablation, stress tests and classification metrics
WordPress
WordPress optimization and website performance improvement
DevOps Engineering
Sananetco · 140 hours
Certificate number 14485789
CS50’s Introduction to Databases with SQL
Harvard / CS50
CompTIA Network+ — Maktabkhooneh
Maktabkhooneh
Certificate number MK-8R42OA
CompTIA Network+ — CanDo Institute
CanDo Institute
Certificate number 03/17888
MTCNA — MikroTik Certified Network Associate
CanDo Institute
Certificate number 03/20078
LPIC-1 — CanDo Institute
CanDo Institute
Certificate number 03/17549
LPIC-1 — Cafe Amuzesh
Cafe Amuzesh
Certificate number 309ad10e15218b2f
Linux for DevOps
Sananetco
SQL Server 2022 Pack: Admin & Design
CanDo Institute
Certificate number 03/17882
Zabbix 7 Network Monitoring
Cafe Amuzesh
Asterisk Foundation Bootcamp
CanDo Institute
Certificate number 03/20507
Issabel Bootcamp
CanDo Institute
Certificate number 03/20079
Wireless Network Security Workshop
CanDo Institute
Certificate number 01/51210
Hacker Attack Simulator Workshop
CanDo Institute
Certificate number 01/51209
Virus Detection Workshop
CanDo Institute
Certificate number 01/51208
Everything About F5: Security & Traffic Management
CanDo Institute
Certificate number 03/22377