Munad E Ali

Passenger Elevator Control System at Industry Project

Designed PLC-based control logic for a multi-floor elevator system with sensor interfacing and safety interlocks. Simulated system behavior using Factory I/O with HMI monitoring.

AI Engineer at Cure MD Pvt Ltd

Modelled treatment outcomes for cholesterol patients using an XGBoost-based regression model to predict HDL, LDL, and triglyceride levels based on patient demographics, vitals, medical history, and treatment data. Developed an HPI (History of Present Illness) Agent to automate the Subjective section of SOAP notes using a hybrid rule-based template approach and a model. Built a multimodal data extraction pipeline to decode and structure data from diverse medical reports using YOLO and PaddleOCR to enable actionable insights.

AI Engineer at CureMD Pvt Ltd

Modeled treatment outcomes for cholesterol patients using an XGBoost-based regression model to predict HDL, LDL, and triglyceride levels based on patient demographics, vitals, medical history, and treatment data. Developed an HPI (History of Present Illness) agent to automate the subjective section of SOAP notes using a hybrid approach combining complaint-specific rule-based templates and the Llama 3.1-8B model. Built Medical Extract: Harnessing YOLO and OCR to intelligently decode and structure data from diverse medical reports, transforming unstructured diagnostics into actionable insights.

Structured Information Extraction from Oncology Documents at PIEAS / Biomedical Lab

Built an end-to-end multimodal AI pipeline using OCR, YOLO, and LLMs to extract structured data from unstructured oncology reports. Implemented document classification, table detection, and entity extraction for lab values, biomarkers, and metadata.

Assistant Lab Engineer, Robotics Lab at PIE AS

Instructed students in CAD modeling and simulation using SolidWorks and CoppaSim. Taught MATLAB for robotic testing, modeling, and data analysis. Implemented robotic control systems with microcontrollers and embedded systems.

Assistant Lab Engineer, Robotics Lab at Pakistan Institute of Engineering and Applied Sciences (PIEAS)

Instructed students in CAD modelling and simulation using SolidWorks and CopelliaSim. Taught MATLAB for robotic testing, modelling, and data analysis. Implemented robotic control systems with microcontrollers and embedded systems.

RTOs-Based IoT SmartWatch at EPTech / PIEAS

Designed a SmartWatch with ESP32, accelerometer, heart-rate sensor, OLED display, and Arduino IoT Cloud, leveraging FreeRTOS for multitasking.

Thesis at PIEAS, Pakistan

Development of embedded control system for SCARA robot with augmented intelligence graphical teleoperation system. Mastered efficient path planning, modeling, and estimation techniques for robotic systems. Implemented Modbus communication and integrated image processing for teleoperation and object detection. Developed a Real-Time Operating System and augmented reality-based teleoperation system.

Trainee Embedded Developer at EPTech Pvt Ltd

Studied RTOS (Real-Time Operating Systems) and implemented them on ESP32. Integrated IoT with ESP32 and STM32 Blue Pill.