Develop and implement machine learning algorithms and models using MATLAB and Python to solve complex business problems.• Collaborate with cross-functional teams to identify and define project requirements and objectives.• Conduct data analysis and preprocessing, including data cleaning, feature engineering, and dimensionality reduction.• Design and train neural networks and other machine learning models to solve specific problems.• Evaluate model performance and fine-tune algorithms to improve accuracy and efficiency.• Collaborate with software engineers to integrate machine learning models into production systems.• Conduct code reviews and provide technical guidance and mentorship to junior team members.• Stay up to date with the latest advancements in machine learning, AI, and related technologies.

Developed and implemented signal processing algorithms for various applications, including audio, image, video, radar, and communications systems. • Designed and implemented filters and enhancement techniques to remove noise, distortions, and artifacts from signals. Enhanced signal quality and reliability through the use of adaptive filters, Kalman filters, wavelet transforms, and Fourier analysis.• Developed compression and coding techniques to reduce the size of digital signals while maintaining acceptable quality. Utilized methods such as Huffman coding, JPEG, MPEG, and other compression algorithms to achieve optimal data compression.• Designed and implemented feature extraction algorithms from signals for analysis or classification purposes. Utilized techniques such as principal component analysis (PCA), wavelet analysis, and spectral analysis to extract relevant features.• Developed algorithms for pattern recognition and classification of signals. Utilized machine learning techniques, including support vector machines (SVM), artificial neural networks, and deep learning architectures, to classify signals and identify specific patterns.• Created realistic signal simulations and models to evaluate the performance of signal processing algorithms or systems. Generated synthetic signals with specific characteristics and simulated their behavior under various conditions or scenarios.• Evaluated the performance of signal processing algorithms or systems through simulation, statistical analysis, and experimental validation.• Collaborated with multidisciplinary teams, including software engineers, hardware engineers, and domain experts, to integrate signal processing algorithms into larger systems or products. Effectively communicated technical concepts and results to stakeholders and team members.• Engaged in research activities, staying updated with the latest advancements in signal processing and related fields.

PROJECTS:• Pakistan Air Force Security and Surveillance System All Pakistan.• Pakistan Navy Updating of Thermal imaging System, Headquarters Islamabad. • Fire Alarm System at Embassy of Germany at Islamabad.• BAHRIA HOUSING VILLAGE, Bahria town Islamabad.• RAMADA HOTEL, Multan Pakistan.• Surveillance System at Pak Afghan border, Durand Line.• Optical Fiber cabling at cyber-net Integration project Islamabad.SYSTEM: Structured Cabling System.  Data Net -Wireless LAN System. AV BGM System-Video Conf System.  PAS-Voice Evacuation System. Access Control System.  Intruder Alarm System. Fire Alarm System.  Fire Fighter Telephone System. Emergency Lighting System.  IP CCTV System. IP Telephony System-SMATV System.  Guest Room Management System. Digital Signage System.  Walk Through Gate.PRODUCTS:• Ipixa,Crestron,Bose,Tannoy,Triumph,Draper,Dalite,Smart,NEC,Panasonic• Projecta, HP, Bosch, Nordon, Banella, Panduit, Belden, Info trend.• Allied Telesis, Cisco, TE Connectivity, R&M.• GST, Secutron, Simplex, Notifier, Mircom, Eaton, Televes, Acti, Axis.

PROJECTS:• Telenor, Cybernet, Annexiv, Vega Swap Project C3 all Punjab.• Sheikh Zayed Medical College/Hospital, Lahore/RYK Pakistan.SYSTEM: Ladder Racking/Grounding System.  Structured Cabling System.  Telephony System-Attending Call System.  IP CCTV System-Access Control System. Audio Visual System  SMATV System Data Network/ WI-FI System.  Intruder Alarm System. Public Address-Fire Alarm System  Home AutomationPRODUCTS:• Panduit, APC, Televes, Pelco, Christie, Honeywell, Notifier, Crestron, westpenn, cowid

Link Configuration & Removal of Swap.Manage and maintain the Network and Systems Monitoring ToolsMicrowave Installation & Trouble Shooting using Site Analyzer or Site Master

Worked in different technical departments i.e. WLL, Switching, OFC, and IT.Observed layered connection in SDH and SONET framework.Worked on making reports on alarm generated by RTN software.