Usama Minhaj

Bis 2021, Software Engineer, Confiz Limited
Munich, Deutschland

Fähigkeiten und Kenntnisse

Wireless technology
Software engineering
Machine Learning
FPGA
Internet of Things
Embedded Software
Hardware Design
Engineering
Informatik

Werdegang

Berufserfahrung von Usama Minhaj

  • 5 Monate, Juli 2021 - Nov. 2021

    Software Engineer

    Confiz Limited

    • Worked as Machine learning engineer for time series sales forecasting of the largest retail store in the world. • Developed preprocessing, feature engineering, hyper optimization, and model selection pipelines using pyspark and SQL. • Performed unit testing to test the functionality of the pipeline. • Worked on object tracking models for embedded AI applications.

  • 9 Monate, Okt. 2020 - Juni 2021

    Research Assistant

    Information Processing and Transmission (IPT) Research Lab, NUST

    • Research on Internet of Things (IoT) and potential 6G wireless technologies under the supervision of Dr. Syed Ali Hassan. • Developed mathematical models and algorithms for finding optimal transmission parameters in the LoRaWAN IoT network. • Optimization techniques included successive interference cancellation (SIC) and machine learning (ML). • Setup IoT networks using Dragino gateways and nodes.

  • 1 Jahr und 3 Monate, Sep. 2019 - Nov. 2020

    Research Assistant

    Real-time Intelligent and Secure Computing (RISC) Research Lab, NUST

    • Worked on FPGAs and RISC-V processor under the supervision of Dr. Rehan Ahmed. • Completed Intel Altera labs using Verilog HDL on Cyclone II as part of the training. • Implemented complete balanced 5 stage pipelined RISC-V ISA on Cyclone II FPGA. Data Hazards were removed using data forwarding, while control hazards were removed using stalling. • Designed 4-way set-associative cache with LRU as replacement policy using SystemVerilog.

Ausbildung von Usama Minhaj

  • Bis heute 3 Jahre und 10 Monate, seit Okt. 2021

    Communications Engineering

    TU München

  • 3 Jahre und 10 Monate, Sep. 2017 - Juni 2021

    Electrical and Computer Engineering

    National University of Sciences and Technology, Pakistan

    Grade: 3.91/4 (German Equivalent: 1.1)

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