Sachin Sharma

Experience

• 

  Enord

  Jun 2022 - Jul 2022

  Computer Vision Intern

  Being an intern in the computer vision team at Enord, I learned the essentials of stereo cameras, ROS, and drone functioning. With the guidance of my mentor Ehraz Khan, I worked on a project that aimed to develop computer vision-based autonomous drones that can be used for the inspection of chimneys and hazardous infrastructure.

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  Network Security Lab IIIT-Delhi

  Aug 2023 - now

  Undergraduate Researcher

  - Developed a CNN-GRU classifier model to predict fine-grained user behavior by leveraging side-channel vulnerabilities in Android without rooting the device, leading to real-time covert surveillance and financial behavior identification.- Doubled the count of user behavior from previous works with the state-of-the-art Macro F1 Score of 97%.- Working to develop a Transformer-based architecture, set up a Django server, and deploy on TensorFlow Lite.- Tech Stack: PyTorch, TensorFlow, TFX, TensorFlow Lite, BERT, Keras, Android Studio, Python, C, C++, Linux, Django, WandB, Git Show less