Muhammad Umer

Muhammad umer

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location of Muhammad UmerLahore, Punjab, Pakistan
Phone number of Muhammad Umer+91 xxxx xxxxx
Followers of Muhammad Umer352 followers
  • Timeline

    Jun 2019 - Aug 2019

    BackEnd Intern

    Mentoring Minds
    Apr 2021 - Jun 2021

    Machine Learning Engineer Intern

    SmartUp Technologies
    Jul 2021 - Mar 2022

    Research Assistant

    National Center of Artificial Intelligence- NCAI, Pakistan
    Dec 2021 - Sept 2022

    Software Engineer

    Block360
    Dec 2021 - Feb 2022

    Smart Contract Developer

    Metastic
    Nov 2022 - Nov 2023

    Software Engineer

    GoSaaS Labs
    Current Company
    Sept 2023 - now

    Software Engineer

    Gallopade
  • About me

    Software Engineer | Deep Learning

  • Education

    • National university of sciences and technology (nust)

      2018 - 2022
      Bachelor's degree computer science
  • Experience

    • Mentoring minds

      Jun 2019 - Aug 2019
      Backend intern

      Acquired a solid foundation in backend development by contributing to the application's integration with Moodle's platform.

    • Smartup technologies

      Apr 2021 - Jun 2021
      Machine learning engineer intern

      Worked on a recommendation model to enhance the ride-hailing experience by predicting compatibility between the rider and rides by using their interests and activities as features.Pre-processed the collected data, filling in missing data using the K-nearest neighbors algorithm, all while ensuring the data quality and integrity.Implemented a baseline using cosine similarity and then transitioned to a shallow neural network based solution, incorporating dropout and L2 regularization to minimize model bias. Show less

    • National center of artificial intelligence- ncai, pakistan

      Jul 2021 - Mar 2022
      Research assistant

      Conducted literature review for existing Image Captioning approaches, reviewed various codebasesand verified existing state-of-the-art results by using their weights and models.Successfully implemented a baseline, and proposed a semi-supervised approach for image captioning which leveraged unlabeled data for training, and eventually fine tunned it on a specific dataset.Implemented and verified the concept on bird's dataset, and achieved a further 0.5% accuracy in results.

    • Block360

      Dec 2021 - Sept 2022
      Software engineer

      Developed ERC-20, staking, and NFT marketplace smart contracts in Solidity and deployed them onGoerli for testing, and finally launched them on Binance Smart Chain (BSC) while incorporating autoliquidity pools and a decentralized exchange on PancakeSwap to facilitate token trading.Successfully set up the privacy network GoQuorum on local servers using 4 nodes, along with an RPCnode to facilitate state reading on the blockchain, and additionally, amended the code to implement anetwork-level static fee. Show less

    • Metastic

      Dec 2021 - Feb 2022
      Smart contract developer

      Prototyped a Blockchain based solution, transitioning it from a traditional centralized architecture to a smart-contract based solution.Launched ERC-20 token on the Ethereum Blockchain.Incorporated scheduled syncing to capture and index transactions and smart contract events. This enables efficient filtering and makes them available for analytics and searching.

    • Gosaas labs

      Nov 2022 - Nov 2023
      Software engineer

      Followed event-driven practices in the re-design of a legacy system, enabling independentdevelopment and deployment of stand-alone services which resulted in easier integration, improvedsystem resilience, and allowed for demand-based efficient scaling.Added abstraction on top of Oracle’s Product Lifecycle Management (PLM) to offset and re-routetraffic from Oracle cloud to our system resulting in better data accessibility for the end user.Successfully deployed applications on Oracle and AWS servers, ensuring a smooth and reliableoperational environment. Show less

    • Gallopade

      Sept 2023 - now
      Software engineer

      Designed and implemented a reactive notifications system. Optimized database queries and indexing strategies for improved performance and faster data retrieval. Additionally, developed an efficient ETL pipeline by utilizing threads and database streams.Spearheaded application security initiatives, implementing Spring Security to ensure robust protection of user data and system integrity. Additionally, developed and implemented application-level encryption to safeguard sensitive information, enhancing data security and privacy.Led the integration efforts with existing learning tools such as Canvas and Google Classroom, enriching the educational experience for students and teachers. Implemented data pipelines using MySQL and MongoDB for efficient data storage and retrieval, ensuring seamless operation of the platform. Show less

  • Licenses & Certifications

  • Volunteer Experience

    • Section Leader (Mentor)

      Issued by Stanford Online on Apr 2024
      Stanford OnlineAssociated with Muhammad Umer