Rutik Gaware

I have a deep understanding of many technical subjects. I am an avid open-source developer. I love to be creative and inventive. More documentation of experience, references and skills are available upon request.

Automated Video Surveillance System for Suspicious Activity Detection Machine Learning Engineer | Aug 2023 - Jan 2024

• Objective: Developed an AI-powered video surveillance system to detect and alert authorities about suspicious activities in an academic environment.
• Technologies Used: Python, TensorFlow, OpenCV, CNN (Convolutional Neural Networks), RNN (Recurrent Neural Networks).
• Key Responsibilities:Designed and implemented a deep learning model to analyze and classify human behavior from live video footage.
  Extracted features from video frames using OpenCV and pre-processed the data for model training.
  Developed and trained a neural network using TensorFlow to differentiate between normal and suspicious activities.
  Created an alert system to notify the authorities in real-time upon detection of suspicious activities.
  Conducted extensive testing and optimization to improve the accuracy and reliability of the system.
  
• Achievements:Achieved a 92% accuracy rate in detecting suspicious activities.
  Reduced false positive alerts by 15% through fine-tuning the classifier.
  Successfully integrated the system into the existing surveillance infrastructure, enhancing overall security.
  

• C
• C++
• SQL
• Java
• Python
• HTML CSS JS

• IANT [Institute of Advance Network Technology] (Computer Hardware And Networking Administrator with cyber security)
• Microsoft Azure
• Google Analytics
• Infosys Springboard Python

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