Bejad Elmanzalawi
@bejadelmanzalawi
AI Engineer and Mechatronics undergraduate building privacy-first, real-time computer vision and agentic systems for edge.
What I'm looking for
I’m an AI Engineer and Mechatronics Engineering undergraduate specializing in computer vision and agentic AI architectures. I’ve focused on deploying real-time vision pipelines and building privacy-first systems that work reliably in real-world constraints.
I’ve engineered privacy-first Local RAG using Google ADK with Gemma 3 and Qdrant, including secure retrieval via MCP and advanced prompt-injection guardrails. I also build strict Human-in-the-Loop control flows and integrate complex API tool-calling to support safe, interactive automation.
Across my projects, I’ve delivered practical AI products—from a DriveSafe AI driver monitoring system to an AI vision dashboard for smart office security. Notable results include 1st Place (DriveSafe AI), 3rd Place (Smart Office Security System), and strong competition performance in autonomous navigation and mapping.
Beyond AI, I bring hands-on mechatronics experience from an R&D internship where I reverse-engineered and built production-ready AGV assemblies, supported electrical integration, and authored clear user and maintenance manuals. I’m motivated to deploy lightweight edge inference models and scalable multi-agent networks to solve logistical and security challenges.
Experience
Work history, roles, and key accomplishments
Mechanical Team Member
DeepTech
Jul 2025 - Present (9 months)
Designed and engineered underwater AUVs/ROVs for international robotics competitions (SAUVC and MATE ROV), optimizing hydrodynamics for stable underwater performance. Implemented waterproofing for electronics and designed custom internal mounts to securely house main boards for competition readiness.
Robotics Mentor
University Technology Malaysia
Oct 2024 - Jan 2026 (1 year 3 months)
Mentored students in robot assembly and ESP32 programming with Tinkercode, including sensor integration for ultrasonic and IR-based autonomous tasks. Guided development of control logic for line-following, wall-following, and obstacle avoidance, and coached teams with debugging and proportional control to improve competition performance.
R&D Intern
Meraque Services Sdn Bhd
Jul 2025 - Oct 2025 (3 months)
Supported R&D for an Autonomous Guided Vehicle (AGV) and a water-spraying drone by producing production-ready SolidWorks 3D assemblies, manufacturing drawings, and BOMs. Assembled electrical control systems, ran continuity/power-up tests, and helped diagnose and resolve field failures including RTK waypoint calibration.
Education
Degrees, certifications, and relevant coursework
University Technology Malaysia
Bachelor of Mechatronics Engineering, Mechatronics Engineering
2022 -
Grade: CGPA: 3.81
Activities and societies: Relevant coursework: Robotics, Automation, Control Systems, IoT, Software Integration, Microcontrollers; focus on autonomous systems and embedded edge computing.
Bachelor of Mechatronics Engineering focusing on bridging hardware and software to build autonomous systems, intelligent control architectures, and embedded edge computing solutions. Relevant coursework includes robotics, automation, control systems, IoT, software integration, and microcontrollers.
Al Maarifa International Private School
High School Diploma, Secondary Education
2018 - 2022
Completed a High School Diploma program at Al Maarifa International Private School.
Availability
Location
Authorized to work in
Job categories
Skills
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