• Telecommunication professional 📶 (B.Sc. Electrical Eng.- Telecommunication, M.Sc. Electrical Eng.- System Telecommunication, Resigned PhD position)
• Mobile Network Radio Access Network (RAN) Senior Specialist
• Mobile Network RAN Performance Subject Mater Expert
• Mobile Network Performance Managment (PM) and Configuration Managment (CM) Senior Specialist
• Mobile Network Probing
  • Core Probe Specialist
  • RAN Probe (Probless) Senior Specialist
• Data Engineering
• Data Science enthusiast 🧮!

• Teaching part of courses “Fundamentals of NLP and LLMs”, STATS MINUTE, Fall and Winter 2024.
• Teaching part of courses, “Data Science Introductory course with Python”, Sharif university, Spring and Summer 2024.
• Short course on “Understanding regex”, Karyar college, Fall 2023.
• Teaching part of courses, “Introduction to Generative AI and Prompt Engineering”, STATS MINUTE, Fall and Winter 2023.
• Teaching part of courses,“AI, ML, GenAI and prompt engineering for teachers”, STATS MINUTE and Manzoumeh Kherad, Summer 2024.
• Short course on “How LLMs work and Propmpt engineering”, Karyar college, Fall 2022.
• Teaching “Advanced Pandas for Data analysis”, Karyar college, Fall 2022.
• Teaching “Python and Pandas for telecommunication Eng.”, Shaygan Telecom , Winter 2022 and Spring 2023.
  • I teach part on Pandas for Data analysis

1. Pandas cheatsheet for SQL users

   • Downlaod Pdf file
   • JupyterNoteBook

2. Regex notes and samples

3. Code summary and Short explanation of Spark book

4. On K8s

1. Sample CM XML Parsing
2. RAN performance related stuffs
3. Note of Wireshark filters - need better presentation!
4. Huawei Performance tool (MAPS) dump cleaning - 1
5. Huawei Performance tool (MAPS) dump cleaning - 2
6. netscrapper to tackle CRA challenge ;-)
7. Speedtest CLI written by sivel
8. My presentation for GM position at Digital division

1. Old Persian Conference papers

1. Py4Telecom_sample_codes $\Rightarrow$ related LinkedIn_page
2. Sample data read, cleaning pipelines
3. Python Script to simply get list, filesize and address of file in specific locations in Windows and Linux
4. Copy changed file and upload to Dropbox
   • Copy important files if changed to specific folder
   • Push to Dropbox account
5. Rain drop interview Question
6. Simple Script to gather Persian date details like Gregorian calender mapping, Holiday or not, etc

Having a reference date mapping between Jalali ( Persian) Calendar and Gregorian Calendar is needed for different data analysis. It is helpful to have below information about each day

• Persian event of the day
• Holiday or not
• Weekend or not

6. ReStructuredText Cheatsheet by ralsina

1. 2020 – Slovakia, Deep RAN: An Scalable Data-Driven Platform to Detect Anomalies in Live Cellular Networks using RCNN-Recurrent Convolutional Neural Networks, IEEE SAMI2020“.
2. 2008 – Syria, Chaos-based medical image encryption using symmetric cryptography, IEEE 3rd International Conference on Information and Communication Technologies.
3. 2008 – Iran, Neural Attack: Exploring the Nonlinearity of S-Boxes by means of MLP neural networks, 2nd Joint Congress on Fuzzy and Intelligent Systems (FJCFIS02).
4. 2007 – Iran, On the Complexity and Bit Operation of Encryption and Decryption in McEliece and RSA Public-Key Cryptosystems, 4th Iranian Society of Cryptology Conference (ISCC 2007).
5. 2006 – Iran, A Survey on Public-Key Cryptosystems Based on Coding Theory, Iranian Student Conference on Electrical Engineering.
6. 2005 – Iran, Cellular Design using Fuzzy C-mean Clustering (FCM) based on Mobility Modeling of Mobile Users, 7th Iranian Conference on Intelligent Systems.