At NI, we are spearheading the integration of AI in the evolution of 6G communication systems, utilizing my expertise in deep learning and Python to develop advanced technologies. My education at the Technical University of Munich, combined with certifications in Machine Learning and MLOps, has equipped me with the skills to innovate and drive progress in our R&D department.Collaborating with a dedicated team, we have successfully showcased our work through presentations at key industry events, reinforcing our commitment to excellence. As I advance my knowledge with a Master's in AI Engineering of Autonomous Systems, my goal remains to contribute significantly to our pioneering efforts in 6G technologies, empowered by a robust foundation in software development and wireless communication engineering.
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ResearcherEcologic ComputingDresden, Sn, De
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Software Engineer 6G Research, Product R&D | Ni Test & Measurement At EmersonNi (National Instruments) May 2023 - PresentDresden, Saxony, GermanyDevelopment of AI/ML-based 6G communication systems and research on suitable test systemsTrain/Deploy/Test TensorFlow/Keras based Deep Learning Models including ResNet based DeepRx Neural Receiver and Recurrent Neural Networks such as LSTM, BiLSTM, GRU, and simple RNN based DPD models for prototyping and benchmarking communication systems and their hardware implementations on NVIDIA GPUs and Open Air Interface (OAI)Presentation of research results at internal and external events at internal technical talks as well asexternal presentations -
Tech Specialist - Communications EngineerMotius Jun 2022 - Apr 2023Munich, Bavaria, GermanyWireless Communications Engineer in FunKI project. Channel Estimation using Deep Learning for V2V Dedicated Short Range Communications (DSRC), OFDM based IEEE 802.11p WiFi Standard. Master Thesis: Synchronization and Signal Detection in Wireless Communications: A Deep Learning Approach -
Graduate Research AssistantFraunhofer Iis, Division Engineering Of Adaptive Systems Eas Dec 2021 - Aug 2022Nuremberg, Bavaria, GermanyKalman Filter for sensor-fusion of TDOA based indoor localization -
Research InternFraunhofer Iis, Division Engineering Of Adaptive Systems Eas Oct 2021 - Nov 2021Nuremberg, Bavaria, GermanyMachine Learning based multipath mitigation extraction for 5G and GNSS signalsTime of Arrival based PositioningLocalization and Positioning
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Student Research AssistantFraunhofer Institute For Integrated Circuits Iis, Division Engineering Of Adaptive Systems Eas Aug 2020 - Oct 2021Nuremberg, Bavaria, GermanyChannel Modeling using QuaDRiGa (QUAsi Deterministic RadIo channel GenerAtor) and SE-NAV Ray-tracing Machine Learning based Non-Line-of-sight NLOS and LOS Multipath signal detection for 5G and GNSS Satellite using Python.Multipath severely harms the localization accuracy of GNSS and 5G signals. Through the study of channel models and simulation of real environments via Ray-Tracing we are able to accurately predict what kind of signal it is and further on allows mitigation of NLOS signals. In the end we are able to get close to centimetre level accuracy indoors where GPS hardly even works.
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Bachelor ThesisFraunhofer Institute For Integrated Circuits Iis, Division Engineering Of Adaptive Systems Eas Jan 2020 - Jul 2020Nuremberg, Bavaria, GermanyThesis topic: Implementation and Evaluation of 5G Positioning Reference Signal ( 3GPP Release 16)Supervisor: Dr. Giuseppe Thadeu Freitas de Abreu - Jacobs University & Ivana Lukcin - Fraunhofer IISGrade: 1.0
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Research Assistant InternFraunhofer Institute For Integrated Circuits Iis, Division Engineering Of Adaptive Systems Eas Jun 2019 - Aug 2019Nürnberg Area, GermanyRay-tracing Scenario generation and Post-processing for Oktal-SE SE-NAV.
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Student Research AssistantJacobs University Bremen Apr 2019 - May 2019Cognitive Science LabDeveloping and debugging series of Monte-Carlo Simulations in Matlab. Optimizing previously existing code and including algorithms for psychological experiments: "multiattribute attention switching (MAAS) model" and "Multi-stage sequential sampling models with finite or infinite time horizon and variable boundaries" for Professor Dr. Adele Diederich.
Sheikh Usman Ali Skills
Sheikh Usman Ali Education Details
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Ai Engineering Of Autonomous Systems -
Ects: Good -
Ects: A
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4 As In Mathematics Physics Chemistry And Biology -
Physical Sciences
Frequently Asked Questions about Sheikh Usman Ali
What company does Sheikh Usman Ali work for?
Sheikh Usman Ali works for Ecologic Computing
What is Sheikh Usman Ali's role at the current company?
Sheikh Usman Ali's current role is Researcher.
What schools did Sheikh Usman Ali attend?
Sheikh Usman Ali attended Technische Hochschule Ingolstadt, Technical University Of Munich, Jacobs University Bremen, University Of Aberdeen, Lahore Grammar School, Beaconhouse.
What skills is Sheikh Usman Ali known for?
Sheikh Usman Ali has skills like Microsoft Excel, Microsoft Word, Microsoft Powerpoint, C++, C, Haskell, Electrical Engineering, Robotics, Digital Signal Processors, Wireless Communications Systems, Matlab, Sketchup.
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Sheikh Usman Ali (CHRMP, CODS, CPMS, CTLS, SAP-HCM/ERP)
Helping B2B/C Companies Drive Net Revenue Retention| Transformational | Linking & Development Of People, Strategy And Performance Specialist| Headhunter |Hr Formulation & Growth Strategist |Passion & Profession Together|Lahore District -
Sheikh Usman Ali
Dupty Manager Marketing Import & Local At Sapphire Textile Mills LimitedLahore District -
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