Muhammad Umer Qureshi

• EV Charging Management System: Engineered and deployed a complete full-stack EV charging management system to AWS production. Architected a scalable FastAPI backend with PostgreSQL to manage real-time data from chargers via the OCPP protocol, implemented Keycloak for secure authentication, and integrated Stripe for payment processing. The responsive frontend was created using React, Next.js, and Angular, with data validation handled by Pydantic and API calls made using Axios and the Fetch API.
• Business Intelligence Platform: Developed a comprehensive BI platform featuring a conversational AI chatbot and automated reporting. Integrated LangChain and LangGraph to power the AI, and built an interactive Dash app dashboard for data visualization.
• Malware Detection System: Created a robust malware detection system that uses XGBoost to classify executable files as malicious or benign, achieving 98% accuracy in identifying threats.
• Fish Size Estimation App: Designed and developed a mobile application for a fishing competition using the Meta AR/VR library to provide accurate, real-time fish size estimation from a camera feed, enhancing judging efficiency.
• Cardiac Beat Detection System: Engineered an AI solution for the medical field to detect abnormal cardiac beats. The system, built with Support Vector Machines (SVM) and signal processing, achieved 95% accuracy.
• Motor Fault Detection System: Built a predictive maintenance solution that uses current signature analysis and AI/ML models to detect motor faults, reducing equipment downtime by an estimated 60%.
• Crypto Tracking Dashboard: Developed a full-stack crypto tracking and trading dashboard. The backend, built with Python Flask, provided secure API endpoints, while the responsive frontend was built with React to allow users to monitor and interact with market data.
• Customer Support Chatbot: Created a custom chatbot with Twilio and WhatsApp integrations, enabling automated query handling and 2x faster response times.

1. HMI development and Logic configuration of the Distributed Control Systems
2. HMI development and programming of PLCs as per IEC61131-3
3. Industrial Communication Protocols: MODBUS TCP/IP, Modbus RTU, Modbus ASCII, Industrial Ethernet, Profibus, PROFINET, OPC-UA, HART, Fieldbus, I2C, RS-485, RS-232, etc.
4. Risk Assessment of Industrial Control System as per ISO27001, IEC62443 and NIST CSF.