“Call it profiles in courage or just a very optimal use of available resources, but when an intern solicits a code review from some of the most hardened souls of the company developer community, I take notice. Colour me impressed. I find it refreshing to find a fellow IT professional who takes such an interest in improving their craft, and who is not intimidated by the concept of others callously scrutinizing their work. Fortunately for Hiral, she writes clean code. Well done.”
Experience
Education
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Rutgers University
3.806/4
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Coursework: Introduction to Artificial Intelligence, Introduction to Data Structures and Algorithms, Topics In The Foundations Of Computer Science, Numerical Analysis, Topics of Computers in Bio-medicine, Massive Data Mining, Pattern Recognition, Massive Data Storage and Retrieval, Computer Vision, Design and Analysis of Data Structures and Algorithms
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Licenses & Certifications
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Convolutional Neural Networks
Coursera Course Certificates
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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera Course Certificates
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Structuring Machine Learning Projects
Coursera Course Certificates
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Introduction to Python for Data Science by University of Michigan
Coursera Course Certificates
Issued Expires -
Microsoft Technology Associate: HTML5 Application Development Fundamentals
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Issued Expires
Volunteer Experience
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Digital Communication Director
Rotaract Club of Mumbai Mulund South - India
- 11 months
•Awarded ‘Best Board of Director’ for the club.
•Lead teams for 4 events and organised 10 events.
•Designed and Developed a website for the club.
• Managed all social media handles of the club. -
General Body Member
Rotaract Club of Mumbai Mulund South - India
- 8 months
•Awarded twice ‘Star of the Month’ for the club.
•Lead teams for 3 events and organised 8 events. -
Volunteer
Indian Development Foundation
- 2 months
Worked for its mission W2K (Waste to knowledge) for 75 hours
Projects
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Movie Recommendation System.
Implemented movie recommendation system using K-Nearest-Neighbor, Matrix-Factorization and Slope-one algorithm on Movielens dataset.
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Colorizer
• Developed a model which converts grayscale images to color images. Used 3 × 3-pixel window of gray values, and mapped this set of nine gray values to a single (r, g, b) color vector.
• Designed a 5-layer Artificial Neural Network architecture using Keras. -
Johnson's Algorithm Snippet
Visualized working of Johnson's Algorithm using networkx and matplotlib
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Minesweeper
The goal of this project is to design an AI that plays MineSweeper game - that is, a program capable of sequentially deciding what cells to check, and using the resulting information to direct future actions.
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Mazerunner
•Deployed an Intelligent System to solve randomly generated maze using BFS, DFS, and A* algorithm.
•Implemented Genetic Algorithm to build hard-to-solve mazes. -
Haar Cascade
Created Haar Cascade for face, eyes and object detection (Watch) using OpenCV, implemented on Google Cloud Instance.
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Object Detection System
•Classification and localization of 80 classes of objects using deep learning algorithm YOLOv2.
•Filtered threshold on class scores. Used second filter Non-Max Suppression.
•Used deep CNN of the 19x19x5x85 dimensional encoding. -
Insurance Policy Prediction:
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•Used Recursive Feature Elimination method using logistic regression model to find best
features.
•Formed K-means clusters using different attributes for analysis.
• Deployed Decision Tree (89% accuracy) and Random Forest (89.125% accuracy) models for training of the model.
•Performed K-fold cross validation and hyperparameter tuning to choose the best model.
• Generated User Interface for the recommendation system -
E-Library Management Android Application
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•Developed an application using live database of computer department library.
•The application provided features for students to check for availability of a book and consequently request for the same.
•The student is notified when they cross deadline of returning book.
•Technologies used: REST API, Volley Library, Android
Studio, PHP, MySQL, Java, XML. -
2D Racing Game
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Implemented 2D Racing game for Android phones on Unity using C#. Also generated user interface and
sprites for the game.
Test Scores
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GRE
Score: 320
Verbal-150
Quants-170
Recommendations received
1 person has recommended Hiral
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