Data Science Network Engineer

Mehrdad Yadollahi

Ohio, USA (willing to relocate)

Cell: 713-***-**** Email: *******.****@*****.*** Linkedin GitHub

Computer & Data Scientist (ML&DL) Sr. Network Engineer

• +15 years of Experience in Computer&Data Science/Telecom/IT. TECHNICAL SKILLS

Computer and Data Science:

Machine Learning & Deep Learning Large Language Models (LLMs) Generative AI Data Visualization (Power BI, Tableau) Cloud Computing (AWS) Virtualization Network Functions Virtualization (NFV) Software-Defined Networking (SDN) DevOps IP Backbone (IPBB)

Programming & Libraries:

Python (Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow) JavaScript (D3.js) HTML/CSS MATLAB C++ SQL Development & Integration Tools:

Conda Git Linux CI/CD Tools

Telecom:

5G NR LTE IoT Packet-Switched Core (PS Core) Voice over LTE (VoLTE) Voice over New Radio (VoNR) IP Multimedia Subsystem (IMS) Nokia NetAct

PROFESSIONAL EXPERIENCE

Bowling Green State University, Ohio, US Jul. 2024 - Dec. 2024 Graduate Assistant in the School of Engineering and Department of Computer Science

• Researched advancements in LLMs, Deep Learning Transformers, and Generative AI applications.

• Mentored students in electrical and computer engineering fundamentals through hands-on labs.

• Delivered instructional support by teaching lab sessions, and assisting students with course material. MCI (Major cellular network operator supporting 105 million subscribers) Nov. 2007 - Aug. 2023 Network Engineer

• Executed nationwide hardware and software upgrades, troubleshooting initiatives, and performance enhancements, boosting network reliability and securing $3M in cost savings.

• Directed vendor relationships and oversaw hardware/software lifecycle management, ensuring End-of-Support compliance, compatibility, and licensing alignment with strategic objectives and SLA commitments.

• Leveraged machine learning and database management to analyze network performance and business metrics, driving customer satisfaction improvements.

• Spearheaded nationwide network fault management efforts, prioritizing quality assurance and delivering strategic support to Optimization, Performance, Planning, and Network Operations Center (NOC) teams.

• Integrated Cisco, Juniper, and Ethernet switches, optimizing IP Backbone connectivity and realizing $0.2M in cost reductions. PROJECTS of COMPUTER and DATA SCIENCE

• Automated Commit Messaging with LLMs (RAG) _ Bowling Green State University Jan. 2024 - Present Leveraged advanced Code-Language Models (LLMs), specifically Retrieval-Augmented Generation (RAG), to automate commit messaging in GitHub, enhancing version control documentation accuracy and efficiency.

• Machine and Deep Learning Projects _ Bowling Green State University Jan. 2024 - Present Deployed diverse ML/DL projects using Python libraries (Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow). Applied techniques like Linear Regression, LDA, Random Forest, SVM, and Neural Networks, specializing in Generative AI (GANs, Multi-Transformer models, DDPM).

• Data Visualization Platform & Algorithm Design Development _ Bowling Green State University Sep. 2023 - Present Developed an interactive data visualization platform using D3.js, HTML/CSS, JavaScript, and Python with Matplotlib, implementing Dynamic, Greedy, and Graph algorithms for data analysis. EDUCATION

• Bowling Green State University, Ohio Aug. 2023 - Dec. 2024 Master of Science in Computer Science (GPA: 3.7)

• University of Tehran Jul. 2020 - Nov. 2022

Emerging Technologies in Telco Networks (260 hours)

• Azad University Sep. 2011 - Feb. 2014

Master of Science in Electrical Engineering, Telecommunications (GPA: 3.6)

• Azad University Sep. 2002 - Feb. 2007

Bachelor of Science in Electrical Engineering

RELEVANT COURSEWORK

Advanced Software Engineering Data Visualization Data Science Programming Database Management Systems (SQL) Machine Learning Design&Analysis of Algorithms Edge Computing Security & Privacy Topics Advanced Telecommunications Wireless Communication Satellite Communications Digital Signal Processing Stochastics Processes Antenna Microwave Electronic Circuit Analysis CERTIFICATES

Wireless and Cellular Network Computer&Data Science Computer Networking

• Telco Cloud 2022

• Cloud Infrustracture, NFV&SDN 2019

• 5G Overview 2019

• FDD & TDD LTE Radio 2018

• Microservices&PaaS 2022

• OS&Linux 2021

• Software Architecture 2021

• Agile and DevOps 2021

• Software Defined Network 2022

• Virtualization&Cloud Computing 2022

• CCNA 2015

• Network+ 2014

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