CV
Education:
Key Courses Undertaken:
- Computer Vision, Digital Image Processing, Advance Machine Learning, Reinforcement Learning, Automatic Speech Recognition, Computer Programming and Utilization, Probability and Random Processes, Linear Algebra, Data Analysis and Interpretation
Scholastic Achievement:
- Secured a rank in top 1.2% in JEE Advance having 0.2 million candidates
- Secured a rank in top 2% in JEE Mains having over 1.2 million candidates
Key Project Undertaken
- Instance Segmentation:
Guide:Prof.Amit Sethi- Implemented deep neural network Mask-RCNN to detect and provide segmentation masks to object belonging to 300 different categories
- Extended the model Mask-RCNN to Open Image dataset provided by Google AI fo Instance Segmentation Open Image Challenge 2019
- Image Classification on CIFAR:
Guide:Prof.Amit Sethi- Implemented forward and backward pass of different layers of Fully Connected Neural Networks from scratch with the flexibility to take variable size input
- Trained the implemented Neural Network for object classification on CIFAR dataset and achieved 75-80% accuracy on each class of CIFAR
- License Plate Detection and Recognition:
Guide:Prof.Arjun Jain- Implemented an EECV 2018 paper in PyTorch using CNN layers to extract features from the input image
- Used fully connected layers in the end for prediction of the bounding box around License Plate
- Built a Recognition Module which exploits Region of Interest from CNN layers to extract features map of interest and several classifiers to predict the corresponding license plate number
- Automation of Gate Security System:
- Collected around 1700+ images of vehicles and manually annotated all the desired class present in it
- Trained model YOLOv3 on annotated images to detect vehicle along with its type and locate the License Plate of the detected vehicle for recognition purpose
- Delivered a Detection Module of Automation model for automating the gate security system to ease the guard’s job
- Non-Invasive Glucometer:
Guide:Prof.Shalabh Gupta- Designed an analog circuit to get the amplified voltage level for corresponding glucose concentration present in the body
- Collected blood sugar concentration data using the designed setup and invasive glucometer and trained Regression model on it
- Delivered an alternative low-cost solution to traditional invasive glucose testing method for monitoring glucose-related diseases
- Image Classifier:
Guide:Udacity- Built an Image classifier using Neural Network in PyTorch to recognize 102 different species of flowers present in the dataset
- Achieved a test accuracy of 95% by setting appropriate optimizer, loss function and learning rate
- Programming: C++, Python, Embedded-C, VHDL, Assembly-Language, Bash
- Web Development: HTML, CSS, JavaScript
- Software: MATLAB, Quartus, ngSPICE, Octave, AutoCAD, SolidWorks, KEIL, Gnu-Radio
- MOOC: Deep Learning in Pytorch, Applied Machine Learning, Algorithmic Toolbox, Front End Web Development, Introduction to Data Science
Position of Responsibility
- Coordinator of Techfest:
Asia’s largest college technical festival- Materialised the social initiative SHE(menstrual health awareness campaign,organizing seminars and distributing sanitary pads in 50+ villages) and Nirbhaya(self defense workshops for women)
- Negotiated and interacted with over 30 international and national artist for ambiance
- Organizer of Techfest:
Asia’s largest college technical festival- Participated in CURED as an organizer, a camp to cure diabetes
- Witnessed more than 60,000 free diabetes by setting up 178 camp all over India
- Responsible for smooth execution of event, ensured enforcement of event rules and regulations
- School Pupil Leader:
Highest post of leadership at school level- Elected by the student to represent the student body of school
- Worked with head of school to plan school wide events
- Brought 1st prize to school in Inter School General Science Competition
- Won the 1st place in Intra School English Elocution competition
- Bagged the 2nd position in singing at school level singing competition
- Bagged 3rd position in Relay Race at Annual Sports Meet held at School
- Successfully completed a one year course under the National Service Scheme(NSS) IIT Bombay, involving ideation and implementation of solutions to social problems
