Hello World. I am Deval Shah and I am in pursuit to understand and learn about the cognitive intelligence in machines. The idea of general intelligence in computers fascinates me. The visual perception domain of computers is where my interest lies. In recent years, the visual cognizance of machines has become more powerful due to the massive influx of research in the field of deep learning/computer vision. I believe that as computers become more intelligent and powerful and there will arise a great need to have an ethical code of conduct developed in those systems.
Currently, I am working as a Software Engineer/Researcher in Machine Learning at Uncanny Vision (AI based surveillance startup) in Bangalore, India.
Automatic Traffic Congestion System (ATCS).
Developed azure based pedestrian detection tool for a client in initial phase of internship.
Automatic Number Plate Recognition(ANPR) team.
Curated articles,blogs, etc. on the basis of client's preferences on different techincal topics.
Wrote blogs on the topics related to Data Science domain. For eg : Activation Functions, Data Mining tools, etc. for TowardsDataScience publication.
As an intern at Uncanny Vision, I worked on the development of ANPR system. It is primarily used for recognition of text on license plates. It has applications ranging from law enforcements, automated toll gates, gated community records etc.
**Can't share project link. It's confidential
Pedestrian detection is an essential and significant task in any intelligent video surveillance system. It was developed using deep learning cnn based methods.
View ProjectFace Recognition system is developed using Eigen Faces algorithm. It is written in Matlab.It uses feature extraction and template matching based on Linear Algebra techniques.
View ProjectThe robot built is controlled by hand gestures. It was programmed on AtMega32 chip in C. It has various applications in military, warehouse management, evacuation etc.
View ProjectA web application built for tracking movie information. It was written using Django REST API framework in Python.
View ProjectText encryption tool was built for encrypting text files using AES algorithm in Java along with GUI using JavaFX.
View ProjectDeveloped a phone based directory application in Java. The core features of CRUD(Create,Update,Delete) were built using efficient data structures.
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