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About me

With 14+ years of experience driving end-to-end product engineering across embedded systems, industrial automation, and modern Web UI platforms, I specialize in delivering reliable, high-performance products from concept to customer deployment. My expertise spans Embedded Systems, Embedded C, Python, RTOS, communication protocols, Industry 4.0 technologies, and large-scale product delivery for global organizations. As an IIM Kozhikode graduate, I combine strong technical depth with strategic leadership, enabling teams and organizations to scale efficiently, adopt modern engineering practices, and deliver quality-driven products with speed and confidence. I bring extensive hands-on experience in SDLC, Agile, Product life cycle, Product Roadmap, Project Management along with hands on experience in Verification & Validation, DMAIC and Lean Six Sigma. I also bring detailed knowledge of Test Automation and QA frameworks, using: Selenium + Python Firmware Integration with WebUI Behave (BDD) CI/CD-driven test execution & Yocto-based release validation I have led various projects for Innovation and Process improvement by successfully implementing AI agents and Lean Six Sigma practices, which reflected in Product improvements with enhanced customer satisfaction as well as time and cost savings. On Topmate, I offer 1:1 guidance in: ✓ Career growth in embedded systems, Firmware development, Product management, test automation, V&V, and product engineering ✓ Resume, LinkedIn & interview preparation for senior roles ✓ Embedded C, Python, RTOS, protocols & architecture mentoring ✓ Test Automation (Selenium, Python, BDD) & QA strategy design ✓ Verification & Validation for embedded, industrial & IoT systems ✓ CI/CD workflows, Yocto image pipelines & release automation ✓ Leadership, project execution & transitioning into high-impact roles ✓ Skill roadmaps to become an industry-ready engineer If you’re looking to accelerate your career, strengthen automation/V&V skills, or move toward senior leadership roles, I’m here to guide you with practical, experience-backed mentorship.