Muhammad Abbasi
Software Engineer | Backend & AI/ML
Building solutions through code, automation, and problem solving.
About
I'm a recent Computer Science graduate from UMBC, passionate about backend engineering and AI/ML. With a strong foundation in system administration and problem solving, I strive to continuously expand my skillset.
Education
B.S. in Computer Science
University of Maryland Baltimore County
Coursework Highlights
Data Structures, Operating Systems, Computer Networks, Neural Networks, Software Engineering, Algorithms, Database Management
Projects
Bypassing CAPTCHA with Neural Networks (GAN)
Generative Adversarial Network built to bypass CAPTCHA and generate stronger, complex images with PyTorch.
Interactive 4-Year Course Planner for UMBC Students
Full-stack web app with Flask and React.js; Clerk auth and Firebase integration.
Subnet (Network Simulation)
Python-based Docker simulation testing TCP/UDP connections between hosts and routers with IPv4/IPv6.
AI Fanstasy World Generator
Text-based adventure game using the LIGHT dataset from FacebookAI and OpenAI's babbage-002 model for dynamic, AI-driven fantasy storytelling.
Experience
Systems Administrator Intern – MileOne, Towson, MD
May 2024 – Current- Resolved 1500+ IT support tickets, providing Tier 1/2 support.
- Automated account onboarding and routine system tasks with Bash/PowerShell, reducing setup time and manual workload by 40%.
- Created and updated IT helpdesk documentation, including troubleshooting guides, account setup procedures, and common issue resolutions.
- Maintained Exchange and POP3 servers to ensure reliable email and communication services.
Help Desk Agent – MileOne, Towson, MD
May 2023 – May 2024- Managed user account provisioning and access control through Active Directory
- Provided real-time troubleshooting and technical assistance improving first-call resolution rates.
- Handled IT support tickets via Kace and Zoho ticketing systems, ensuring accurate documentation and timely resolution of issues.
Undergraduate Research Assistant – UMBC DAMS Research Group
Feb 2025 – May 2025- Implemented reasoning methods that improved interpretation of raw sensor data, resulting in higher-level semantic analysis in IoT systems.
Automotive Technician – Catonsville, MD
Aug 2020 – Present- ASE Certified A1–A8.
Skills
Programming
Python, C/C++, SQL, HTML/CSS
Frameworks/Tools
PyTorch, TensorFlow, Firebase, Docker, Linux, Jira, GitHub
System Administration
ManageEngine Active Directory, Cisco Unity Connect, Kace & Zoho ticketing, Bash scripting
Methodologies
Agile, System Automation