# Mo Runiassy > Software Engineer | Python • Automation Frameworks • Backend Development • Integration & ML Concepts Location: San Francisco Bay Area, United States Profile: https://flows.cv/moruniassy Software Engineer with 8+ years of experience in Python automation, backend systems, and ML-driven features. I design reliable, high-performance systems and take an ownership-driven, R&D-focused approach to solving complex engineering problems. What I work on: • Python automation frameworks (Pytest, Selenium, POM, CI/CD) • Multithreaded backend tools (SNMP / SCPI / systems integration) • ML concepts: recommender systems, segmentation, optimization • Test infrastructure, FAT/SAT, and production-grade validation Impact highlights: • Built a modular Python automation framework reducing regression time • Developed SSPA and RF-path automation tools • Provided remote technical leadership during large-scale satellite network recovery • Led system testing and integration for enterprise & government deployments I enjoy identifying high-leverage improvements, shaping technical direction, and delivering end-to-end solutions that increase reliability and reduce manual effort. Work authorization: U.S. Permanent Resident (No sponsorship required) ## Work Experience ### Software Development Engineer – Python Automation @ Cobham Satcom Jan 2023 – Present | Concord, CA • Debugged and restructured a firmware update pipeline (Vue UI, Go backend, Linux services), improving success rate from ~20% to reliable operation and reducing update time from ~5 minutes to ~1.5 minutes. • Built a modular Python automation framework (Pytest, Selenium, CI/CD) with OOP design—improving reliability and cutting regression time by ~3 hours per cycle. • Developed multithreaded Python SNMP/SCPI tools for RF-path and SSPA-switch automation, reducing manual effort and operator errors by ~10%. • Developed ML-driven antenna-optimization concepts for pointing accuracy and anomaly detection, collaborating with R&D engineering leadership on integration paths. • Led system, FAT, and SAT testing for large enterprise and mission critical customers, creating FAT procedures and delivering results to engineering teams. • Served as Scrum Master and test lead, coordinating sprint testing and guiding production technicians to ensure high-quality releases. • Recognized by senior program leadership for taking full ownership of a critical system issue—leading investigation, development, testing, and comprehensive documentation through resolution. • Provided remote technical leadership during a large-scale post-disaster network recovery effort—diagnosing system issues and guiding field teams to restore satellite connectivity for 30,000+ users. ### Software Test Engineer - Python Automation & Systems Testing @ Klatt Works, Inc. Jan 2022 – Jan 2023 | Pleasanton, CA • Designed and began implementing a Python-based automation framework (Pytest/Selenium/Allure) to enable reliable, scalable regression testing across robotic and backend systems. • Tested an assistive robotic-arm prototype (Kinova + Azure Vision + voice interface), validating real-world use cases and contributing improvements to path planning, UX, and system reliability. • Performed system, regression, and stress testing across Android applications and Azure backend services, identifying critical defects and influencing design and architecture decisions. • Supported backend and infrastructure improvements, including a full website migration and system administration enhancements that increased performance and security. • Worked closely with developers, product, and robotics teams—driving bug triage, clarifying requirements, and ensuring higher software quality across multiple releases. ### Software Engineer (Full Stack & Data/ML) @ Neda Gostar Saba Sabanet Jan 2020 – Jan 2022 • Engineered backend features for the NGSmart platform using ASP.NET/C#/SQL Server, including workflow automation, DTO design, and business logic improvements for new departmental processes. • Built ML-driven analytics systems, including an FP-Growth recommender engine and customer segmentation pipelines (RFM/K-Means), improving targeted marketing and product discovery. • Optimized SQL performance through indexing, query tuning, and refactoring stored procedures—improving heavy-report execution times by ~10%. • Increased site traffic by 150% through SEO enhancements, PHP/MySQL performance improvements, caching strategies, and code refactoring. • Developed internal dashboards (C#, JS, Bootstrap) for real-time user and operations insights, improving transparency and decision-making across teams. • Automated backend task scripts in C# and Python to accelerate testing, data processing, and system validation workflows. ### Web Consultant @ DCPO Jan 2020 – Jan 2021 • Provided technical guidance on web architecture, performance optimization, and UI improvements. • Reviewed existing site workflows and recommended UX and SEO enhancements to support business goals. ### Software Engineer (Full Stack Consultant) @ Bimarstop Jan 2021 – Jan 2021 • Designed and implemented responsive UI components and full-stack features using modern web technologies (HTML/CSS/JS, PHP, MySQL). • Built solutions aligned with business requirements, improving page structure, usability, and overall user experience. • Worked directly with stakeholders to refine requirements, deliver enhancements, and ensure high-quality releases. ### Software Engineer (Full Stack & Data/ML) @ Fanasan Jan 2018 – Jan 2020 • Developed and optimized the e-commerce frontend using PHP, JavaScript, jQuery, HTML/CSS, and REST APIs—reducing page load times by ~20% through caching, script optimization, and content delivery improvements. • Built ML-driven features including an FP-Growth recommendation engine and customer segmentation (RFM/K-Means) using Python/Spark, improving product discovery and targeted marketing. • Created a pricing-intelligence web scraper (PHP) to track competitor data and support pricing strategy decisions. • Migrated the platform from Windows/XAMPP to a secure Linux LAMP stack, improving system stability, security, and enabling SSL support. • Tested REST APIs with with Postman and created developer-friendly API documentation. ### Earlier Roles (Prior to 2018) @ Self-Employed / Various Jan 2014 – Jan 2018 • Founder – Goshneh (2017–2019): Built and managed a restaurant review website. • Web Designer – Arshani (2017–2018): Designed responsive websites and improved UI. • IT Expert – Simab Sanat (2015–2017): Supported IT systems, networking, and troubleshooting. • Network Designer – Dey Clinic (2014): Designed small-scale network topology and implemented configurations. ## Education ### Master of Science (MS) in Information Technology Engineering Amirkabir University of Technology - Tehran Polytechnic ### Bachelor of Science (B.S.) in Computer/Information Technology Administration and Management K. N. Toosi University of Technology ## Contact & Social - LinkedIn: https://linkedin.com/in/mhruniassy --- Source: https://flows.cv/moruniassy JSON Resume: https://flows.cv/moruniassy/resume.json Last updated: 2026-04-11