Apoorva Landge

Apoorva landge

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location of Apoorva LandgeMaharashtra, India
Followers of Apoorva Landge234 followers
  • Timeline

  • About me

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  • Education

    • Kendriya vidyalaya

      2010 - 2016
      High school 10 cgpa
    • Vishwakarma institute of technology

      2018 - 2022
      Bachelor's degree computer science
  • Experience

    • Virtually testing foundation

      Oct 2021 - Dec 2021
      Penetration testing intern
    • Defence research and development organisation (drdo)

      Feb 2022 - Jun 2022
      Intern

      • During my work experience from February 2022 to June 2022, I was involved in a data science project focused on detecting botnets through the analysis of network traffic behavior. Our approach in this project was to utilize advanced machine learning techniques, including the latest classifiers and ensembling methods, to develop a behavioral flow-based botnet detection system.• Utilized advanced machine learning techniques such as classifiers and ensembling methods to develop a behavioral flow-based botnet detection system, resulting in an accuracy of 97% on the test set. Implemented the system using Python, Keras, and TensorFlow frameworks and integrated it with Rapid7 Nexpose scans.• Conducted exploratory data analysis (EDA) on network traffic data to gain insights into potential patterns and anomalies related to botnet activities.• Applied data preprocessing techniques to handle missing values and outliers in the network traffic dataset, ensuring data quality for machine learning models. Show less

    • Securly

      Oct 2023 - now
      Junior software engineer
  • Licenses & Certifications