Education
SDM college of engineering and technology, Dharwad
August 2012 - june 2017Bachelor of Engineering in Computer Science
Strong engineering professional with a Bachelor’s Degree focused in Computer Science from Shri Dharmasthala Manjunatheshwara College of Engineering and Technology.
Certifications
Machine Learning Taught by: Andrew Ng Stanford University
Issue Date April-2018Coursera
Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs
Issue Date Jan-2019Udemy
Deep Learning Specialization
Issue Date oct-20195 Courses in the Specialization:
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Projects
Drivers face verification system
We built a complete software solution to identify the validity of drivers with the help of face recognition. The Mobile application which is in drivers phone takes photos, GPS coordinates & time stamp at certain intervals of time and sends relevant data to backed server that performs validation and generates necessary alerts.
1) Developed robust Android application with features such as: Camera operation, GPS coordinate tracking & communication with back end server.
2) Built an intelligent server using Python with Machine Learning & Computer Vision libraries like Open-face, Torch, Dlib & Opencv. The Server is capable of recognizing the trained faces with 95%of accuracy and is scalable to handle large number of concurrent requests.
3) Created a deployment architecture and hosted the solution in AWS using EC2, S3 and Load Balancers.
Smart Garbage Collecting Robot
Autonomous robot capable of moving around and collecting specific objects and function as an efficient Garbage Collector. The robot is capable of detecting objects such as Coke cans, water bottles, etc. and is capable of learning about different shapes and add them to the library. Technologies used – Open CV with Python, Dropbox APIs, Raspberry PI Board and Camera.
1)Establish overall architecture and design
2)Evaluation of IoT Platform, Open source tools, Cloud Storage APIs
3)Solution development & Testing
4)Presentation to Senior faculty members in the Department and multiple IoT shows in the college
Skills
- Machine Learning
- Deep Learning
- TensorFlow
- JavaScript
- Python
- Node.js
- React with Redux
- Android Development
- openCV
- Java
- C