Ali Raza Memon

- Design and development of an automated assembly inspection system using deep neural networks − Working with different deep learning models including CNN, Autoencoders, and Generative models − Use pre-trained and fine-tune existing CNN models for feature extraction − Design task-specific custom models − Hyperparameters tuning for improving model performance − Exploration of activation maps to understand the features learned by the model

− Provide support in the process of data acquisition during test drives − Process LiDAR data using the Robot Operating System (ROS) − Building a data labeling pipeline (from LiDAR and camera images) − Literature research on different neural network architectures − Development of a concept for the classification of LiDAR sensor data − Train object detection algorithm (YOLO and Tensorflow Object Detection API) on camera & NEXT intensity images − Evaluation of the trained model

− Installation, configuration, patching, cloning, and upgradation of Oracle Databases and E-Business Suite R12 − Implementation and configuration of Oracle Data Guard, Golden Gate, Oracle RAC, and ASM − Provide 24x7 DBA support in-place/remote − Monitoring and optimizing databases performance − Create database instances for development, testing, and production usage − Creation of database users, granting the privileges and security − Automate processes and database tuning using SQL/shell scripting

- Installation, patching and upgrading of Oracle DB 10g/11g/12c - Implementing and supporting Oracle Data Guard - Replication with Oracle Streams and Golden Gate - Database security with Oracle Audit Vault - Oracle Transparent Data Encryption/Standard and Fine-Grained Database Auditing - Design & implement backup and recovery with RMAN - Flashback Database - Cross platform migration using RMAN/Data pump/exp-imp/Transportable Tablespaces - Enterprise Manager Grid Control 10g/11g

- Installing Linux distributions including Red Hat, OEL, CentOS and Ubuntu - Administrating user and groups - Managing permission and ownership - Remote connectivity using VNC, Putty, Secure Shell and SCP - Implementation of APACHE, NGINX, MySQL, FTP, NFS, SAMBA, DHCP, and Squid servers - Virtual hosting with APACHE and NGINX - Configuring and managing firewall, cron jobs - Bash and shell scripting, IP tables - Virtualization using XEN, KVM - System maintenance and recovery

- Creating technical documentations - Installing and configuring Oracle Enterprise Linux (OEL) and Redhat Enterprise Linux (RHEL) - Installing and configuring Oracle database 10g and 11g on Linux and windows platform

Machine Learning | Deep Learning | Data Mining | Recommender Systems | Big Data and Storage Processing | Transaction Processing | Advanced Database Models | Distributed Data Management Master Thesis: Cross-domain Feature Learning and Similarity Measure using Deep Convolutional Neural Networks

Data Structure & Algorithm Analysis | Management Information System | DB Management & Administration | Operating System Concept | Requirement Engineering | Project Management | Artificial Intelligence | Data warehousing | Distributed Computing Thesis: Design of an IaaS over XEN Hypervisor

Website Designing and Publishing with FrontPage | Programming Essentials and Logic Building with JavaScript | Developing Solutions with Visual Basic 6.0 | Object Oriented Programming using Core Java and C# | working with SQL Server 2005 Database objects