VINAYAK TYAGI
Data Scientist . Machine Learning . Android Developer
About Me
I'm a Machine Learning and Data Science Enthusiastic and my work focuses in applications of Predictive Maintenance Modeling and Deep Learning to solve Complex task. I had also worked as research Intern on Predictive Maintenance Modeling in Unicoverge Technologies Private Limited as well as i had also completed my intern as Android Application Developer in HackerKernal. Because of such a wide exposure some of my project's are also the fusion of Android and Machine Learning.
Research
Predictive Maintenance Modeling using Machine Learning Techniques
This technique helps to predict the condition of equipment of machine which are already in use this tells whether the maintenance is required or not. This technique ensures that cost saving has done, as compare to regular maintenance where unnecessary replacements have been done without proper utilization of resources.
Modeling strategies for PdM
This research talks about various methods for implemenation of Predictive Maintenance.
Under-going
Projects
Autonomous RC Car Using Raspberry PI and Deep Learning (CNN)
Enabling the RC car to run by itself (self-driving car) using Raspberry Pi and deep learning model.
US Adults Income Prediction System using Machine Learning
The Data Analysis report on US Adult Census data relating income to social factors such as Age, Education, race etc.
Blindness Detection on Kaggle
Millions of people suffer from diabetic retinopathy, the leading cause of blindness among working aged adults. Eye Hospitals in India hopes to detect and prevent this disease among people living in rural areas where medical screening is difficult to conduct.
Weather Forecasting Android Application using Android
This is an Android Application which forecast the weather for 12-months and next 7-days according to your geolocation, it basically needed the GPS Enable and Internet Enable if it's not enabled it will generate an alert in your device.
