Circle Image

Neetika Singhal

Software Engineer, Intuit
Artificial Intelligence Enthusiast

I am Information Technology engineering graduate with a keen interest in computer vision, machine learning and data science. Several projects on object detection and scene understanding as well as understanding human interactions with the computer and society have a wide application of computer vision and machine learning. I have a keen interest in working on these projects and equip myself with this skillset.

Years Degree Institution Percentage/CGPA/GPA
2012-2016 Bachelor of Technology Indira Gandhi Delhi Technical University For Women, Delhi 4.0/4.0
2010-2012 Secondary Education Salwan Public School, Gurgaon 92.8/100
2009-2010 High School Education Chaman Vatika School, Ambala 10/10
Image Classification Using Bag Of Visual Words Model with FAST and FREAK
Published in International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2017 International Conference, Coimbatore, India
Publisher: IEEE

Comparing CNN and RNN for Prediction of Judgement in Video Interview Based on Facial Gestures
In Proceedings with International Conference on Signal Processing Proceedings (SPIN), 2018, Noida, India.
Publisher: IEEE

Automated Judgement of Video Interview based on Facial Gestures, Eye Contact and Hand Gestures using CNN-RNN
In Proceedings with International Journal of Computer Vision.
Publisher: Springer
Comparing CNN and RNN for Prediction of Judgement in Video Interview Based on Facial Gestures

Judging the candidate as confident/ unconfident based on direction of face and eye. Used Image Processing techniques like Haar Cascade, Image filtering, Gamma Correction for the detection of face and eye. Comparing Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) for training and testing.


Dynamic Hand Gesture Recognition Using Artificial Neural Networks-Computer Vision

Taking a gesture as an input using the webcam. Detection of hand using Skin detection and Hu Moments algorithms. Training and Testing of hand gestures using Artificial Neural Networks in MATLAB. Performing a particular action such “Open Google Chrome”, “Open New Tab”, “Scroll Window”, “Minimize Window”, “Maximize Window”, assigned to the corresponding gesture.


Exploratory Data Analysis using R Language

Visualization of data using appropriate plots such as scatter plots, histograms, and box plots; Importance of feature engineering; Calculating the correlations, building predictive models.


Blood Donation-Secured Web Application

Developed secured Web Application that allows the potential donors to register on the portal, login, update their profile, change their passwords. The users in demand of blood can search donors in a particular area for a particular blood group. The users in immediate need of blood can add their blood request.

Intuit, India
Software Engineer (Aug 2016 - Present)

Software development for Central Tools and Operations-development(CTO-dev). Developed Algorithm for increasing the storage allocation of an application dynamically. Implemented API Gateway for an Intuit-based application using Spring and Microservices. Also, working on a Machine Learning Project (high-value business impact project) for predicting the most probable signed up companies that are likely to buy the product, Quickbooks Online(QBO).

HCL, India
Data Analyst Intern (Jun 2015 - Jul 2015)

Worked Closely with database team for Data analysis at an enterprise level. Worked on predicting the probability of employee getting promoted based on the current performance to boost the work of the employees having low probabilities.

Global Internship Program in Engineering Design and Innovation, IIT, Delhi
Research Intern (Jun 2014 - Aug 2014)

Worked on Image Classification using Bag of Visual Words Model with FAST and FREAK as feature detectors and SVM as the training and testing model.

  • Deliver Awesome Award for Software Development at Inuit
  • Best Paper Award for research paper presented at ICECCT
    • 3rd Prize for Developing the Best Secured Web Application Workshop held at IGDTUW, Delhi
  • 2nd Prize in Model United Nation(Intra) held at IGDTUW, Delhi
  • Merit Certificate By CBSE for securing CGPA 10 in 10th board exams

Monthly Charity Drives

Regular participant in monthly charity drives conducted by an NGO, BOSCO, Bangalore. The NGO aims to counsel, educate children that are found begging, working or are unaccompanied in the streets of Bangalore.


Cleaning Neighbourhood Drives

Participated in the cleaning drives conducted by an NGO, The Ugly Indians, that aims at cleaning an ugly spot in the neighborhood.


Co-organizer of CTIcon (2016), International Conference hosted by IGDTUW

I had the responsibility of organizing and managing events of the first international conference hosted by our University .


INNERVE, Core member

Event Head Coordinator at the Annual Technical Fest of IGDTUW, Delhi. Provided suggestions and assisted the participants during the hackathon, conducted during fest with their ideas. Also, helped with logistics and infrastructure setup for the hackathon.


TAARANGANA, Core team member

Event Head Coordinator at the Annual Cultural Fest of IGDTUW, Delhi. I had the responsibility of organizing creative events and assist in the judging process.



Languages Known

English(Fluent), Hindi(Fluent)


Hobbies

Solving rubik's cube, Playing Guitar, Dancing, Calligraphy, Badminton,Travel