Full Stack Automation
Avinash Yadav
Automation Engineer
Backend Engineer
Fullstack Engineer
Jupyter
OpenCV
Python
TensorFlow
Briefly describe the project you worked on. What did you create, who did you create it for, and how did you approach this project?
Tip: Try to keep this description brief and under 150 words by highlighting the best parts of this project— recruiters don’t spend much time reading detailed descriptions! 💪
DEVELOPED A FULL-STACK MACHINE LEARNING PROJECT
Real-Time Vehicle Detection & Tracking Using Machine Learning
● Designed and implemented an AI-based machine learning model using Python, NumPy, SciPy, Matplotlib, MoviePy, OpenCV, and TensorFlow.
● This system can detect vehicles on the road. This system will be very useful on the road, for vehicles, and most importantly diver's safety.
● This model takes input visual data which will be received from the camera in the vehicle and displays output on the screen which will dramatically decrease by 50% accidents and help in autonomous vehicles.
● Managed a process re-engineering project to improve and consolidate end-to-end auto-driving processes; restructured communication and data processing between model & inputs which increased accuracy by 25%.