About
Activity
4K followers
Experience & Education
Licenses & Certifications
Courses
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Analysis of Algorithms
CSCI570
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Applied Machine Learning for Games
CSCI599
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Applied Natural Language Processing
CSCI544
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Computer Networks
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Computer Organisation and Architecture
CSE210
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Computer Programming
CSE100
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Data Structures
CSE230
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Database Management Systems
CSE340
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Design and Analysis of Algorithms
CSE330
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Foundations of Artificial Intelligence
CSCI561
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Introduction to Digital Signal Processing
ECE300
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Introduction to Embedded Systems
ECE212
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Machine Learning
CSCI567
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Object Oriented Programming in C++
CSE220
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Operating Systems
CSE300
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Structure and Interpretation of Computer Programs
CSE221
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Web Technologies
CSCI571
Projects
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Part of Speech Tagging
- Developed Hidden Markov Model for Part of Speech tagging on Italian, Japanese and Urdu using Viterbi Algorithm
- Using Python STL, obtained an accuracy of 93% and implemented a Deep Learning Network also for the same, in TensorFlow, using bidirectional LSTM and tuned hyperparameters for an accuracy >95% -
Hotel Reviews Sentiment Analysis
- Analyzed Hotel Reviews, learned different models - Naïve Bayes and Perceptron Classification for >95% accuracy
- Maximized the F1 Score with Stop Words, Stemming techniques, N-Gram analysis. Implemented models in Python STL alone and also with TensorFlow to observe differences and learn a model for better understanding
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Weather Application
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See projectDeveloped the web application using Angular7 and Node.js which lists temperature and various other weather-related details retrieved from Google GeoCode API, and Darksky API - Hosted on GCP
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Weather Application - PHP
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See projectDeveloped the web application using JavaScript, PHP, HTML, and CSS which lists temperature and various other weather-related details retrieved from Google GeoCode API - Hosted on GCP
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Neural Network for Digit Recognition
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- Implemented a Neural Network to classify MNIST database of handwritten digits (0-9)
- Architecture built for a feed-forward fully connected network using mini-batch gradient descent, and used Dropout to prevent overfitting, and activation functions - ReLu, tanh or linear, were implemented from scratch -
Live Safe
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- Built an Android Application using IBM Watson and Twilio to detect anomalous activity when a person uses their phone, so as to have a safer community with preemptive action
- Using the application, a user’s voice and text is monitored using Java to trigger a call or text during any emergency
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Homeless Applicants AI Assignee Agent
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- Allocated spaces to homeless people under two different organizations as game play on a need per basis
- Maximized the utility efficiency of spaces for a week using backtracking and tree pruning -
Police - Scooter Program
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- Devised multiple strategies to find optimal police locations to maximize the number of scooters monitored
- Reduced the problem to a modified version of weighted N-Queens problem and explored multiple search strategies which included Greedy DFS, Exhaustive Recursive Search and A* search -
Safest Route in Google Maps
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- Created an Android Application that uses Google Maps Directions API and Firebase Database
- Integrating with Firebase aids in notifying users of accidents and cases filed on a route
- Realtime Database aids in safety awareness and any user can collaboratively add verified data and statistics -
Agar.io Game Engine
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- Collaborated with a team of 3 to design and implement game platform in Python for Agar.io which includes ‘Game-Engine’ and ‘Engine-Bot’ interface with inputs as Bot Processes - stored as JSON object
- Transforming user’s given input state and returning it to ‘Engine’ is done by ‘Game’
- Parsing of Bot moves is done by ‘Engine-Bot’ interface and maps were written in python and rendered using REST -
Connect Four
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Designed a classic game for 2 users using a 2D array in Java. Swing Framework was used to represent the game visually
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Entertainment System
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Implemened a User Interface Java Program for Entertainment System using SQL Queries, Oracle Database, PHP and HTML. Features include channel details, schedules and customer details that are saved for future use in case of future updating. The database consists of all sorts of information ranging from time, movies, type of customer etc.
Other creators -
Store Management System
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Devised a Management System in C++ to record transactions of provisions in a store. Provisions are tracked and updated with an ID initially assigned during creation
Test Scores
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TOEFL
Score: 107
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GRE
Score: 316
Languages
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English
Professional working proficiency
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Hindi
Native or bilingual proficiency
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Telugu
Native or bilingual proficiency
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Tamil
Elementary proficiency
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