Hey, I am a student who loves building AI apps. My latest web app lets you perform inference on an input video, and extract useful data concerning the count of people in frame and how long they stay in frame. Right now, I’m working on Intel Edge AI, Udacity’s Nanodegree which processes the AI algorithms locally on a hardware device.
Learnt how to use the Intel Distribution of OpenVINO toolkit to deploy computer vision applications at the network edge for the Internet of Things.
I have worked on three real-world projects:-
• People Counter App at the Edge.
• Smart Queuing System.
• Controlling mouse pointer using eyes gaze.
I have deployed pre-trained models using OpenVINO toolkit and model optimizer to convert deep learning models to get their inference files.
I have learned about hardware and software optimization and many other useful things help to increase the performance of the inference engine.
The internship highlighted the power and importance of good data in the real world. Identifying data quality concerns was key to ensuring the findings were not skewed. Through the development of a dashboard, using Power BI and Tableau, the effectiveness of data visualisation to share a message quickly and powerfully was evident. These new experiences and skills have provided me with greater knowledge of how to exploit the versatility of data to convey a message in the real world.
Designed and implemented a E Commerce Profitibility and Recommendation System. GUI based Real-time billing application and the recommendation system to recommend the different products that are likely to be sold together with attractive features added to it. Also, you will be able to see the attractive pictures of the products along with the discounted price of the recommended products which is likely to be sold together.
Provided instructions to students using appropriate terminology to provide optimal support and keep individuals well-informed on changing policies and new educational materials. Organised various informative workshops.
Aggregate cgpa : 8.4
Mentor at Prakriti
Class 12 : 93%
Class 10 : 9.2 CGPA
Scholar for 4 consecutive years
Motivation is a skill. It can be learned and practiced.
-Amby Burfoot
Using the Intel® Distribution of the OpenVINO™ toolkit to deploy computer vision capabilities inside a range of edge applications. Leveraging the potential of edge computing and use the Intel® Distribution of the OpenVINO™ toolkit to fast-track development of high-performance computer vision and deep learning inference applications.
Python
C++
C
Building of webpages and user interfaces for web-applications. It implements the structure, design, behavior, and animation of everything you see on the screen when you open up websites, web applications, or mobile apps. The core 3 technologies that all modern front-end web developers work to master are HTML5, CSS, and JavaScript.
Using SQL to manipulate databases which involves executing queries, retrieving data, inserting/updating records etc.
Array
Binary Tree
Linked Lists
Graphs
Stacks
Queue
Heap
Event management
Team Leadership
Public Speaking
GUI based Real-time NLP application to recognize the different tags.
In this project, we will use a gaze detection model to estimate the gaze of the user's eyes and change the mouse pointer position accordingly.
The app will detect people in a designated area, providing the number of people in the frame, average duration of people in frame, and total count.
GUI based Real-time billing application and the recommendation system to recommend the different products that are likely to be sold together.