Multithreading Based ETL Process
In this project, I have done a comparison of different techniques for tranforming a large dataset and compared the time taken in each technique.
For this, I have created a table in MySQL, extracted the data from it, Tranformed it and then Loaded it again in the table. This ETL process has been implemented in 3 cases and I have analyzed the amount of time it takes to run the 3 cases. The above process has been done for different number of rows in the table i.e. 5000 rows, 10,000 rows, 15,0000 rows, 20,000 rows and 25,000 rows.
Tech Stack: Python, MySQL
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Road Fighter Game Using OpenGL
The game is a single-player type in the racing genre. The game loads with a start screen. The start screen mentions the controls used to play the game. To start the game, the user would have to press the spacebar key. When the game starts we see a forest scene wherein there is a road with lots of cars. There is a player (main car) that has to race forward while saving itself from colliding with other vehicles which act as obstacles. These vehicles(obstacles) move in the opposite direction to that of the main car (player). To save itself from colliding the player car can move in the left and right direction. The game has 2 levels. The first level has a forest scene. When the score becomes higher than 500 points, level 2 automatically starts. In level 2, the view changes to the city scene, and the obstacle cars change to more powerful racer cars. The lives and the real-time score are continuously displayed on the screen. The player car has 3 lives i.e. it can collide a maximum of 3 times with the obstacle cars, after which the game would end. When the game gets over, the score for the current game along with the highest score of all the consecutive games is displayed on the screen. The user can replay the game by pressing the spacebar key..
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Face Recognition Using OpenCV Deep Learning
In this, I have implemented face recognition in a live video stream. This has been done using OpenCV and Deep Learning. OpenCV has been used for capturing the live video , creating a dataset and for doing the testing of the model. I have used vgg16 which performs transfer learning by importing the weights calculated using 'ImageNet' dataset
Tech Stack: Python, Machine Learning, Deep Learning, OpenCV
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Twitter Airline Sentiment Analysis
In this, I have done Sentiment Analysis to analyze how travelers in February 2015 expressed their feelings on Twitter.
Tech Stack: Python, Machine Learning, NLP
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Antidote - Disease Prediction and Patient Management System
This portal provides an e-consultation facility to the patients. The patients can sign up at the portal. After logging in the patients would observe there are various sections that cater to their needs. A section for predicting the disease that they are likely to suffer from where they can fill a form by providing their details along with the symptoms witnessed. Based on the result of the prediction, the patients can search for the specialised doctors and share the prediction results with the selected doctor. The patients would also be provided with the section where they can upload their previous medical reports, thereby keeping a track of their medical history which often gets misplaced due to the conventional way of storing the reports in files.
Tech Stack: Python,HTML, CSS, JS, Django, Machine Learning
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Python Package for Topsis
The Technique for Order of Preference by Similarity to Ideal Solution is a multi-criteria decision analysis method.It is a method of compensatory aggregation that compares a set of alternatives by identifying weights for each criterion, normalising scores for each criterion and calculating the geometric distance between each alternative and the ideal alternative, which is the best score in each criterion
Link of my package: Python Package
Tech Stack: Python
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Frontend for Google Search
This is my project0 for the course: CS50's Web Programming with Python and Javascript. In this I have designed a front-end for Google Search, Google Image Search, and Google Advanced Search.
Tech Stack: HTML, CSS
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Car Price Prediction Using ML
The project helps in predicting the costs of used cars given the data collected from various sources and distributed across various locations in India.
Tech Stack: Python, Machine Learning
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Voice Prescription
Designed a web app to write formatted prescriptions based on dictation from doctor. The app provides facility to sign the prescription and also send to the patient directly on his phone and email id.
Tech Stack: HTML, CSS, JS, Django, Machine Learning
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Touchless Hand Sanitizer Simulation Using Arduino
When the user places his/her hand near the mouth of the dispenser, the soap is dispensed on the hands. Moreover, when the remaining amount of soap left in the dispenser is below a particular level, a buzzer alerts the user that the dispenser needs to be refilled.
Tech Stack: Arduino,c++
Traffic Control System of a T-Point Simulation Using Arduino
A single value of delay time is input from the user according to which the lights turn on and off.
ā¢ Tech Stack: Arduino,c++
Water Level Detection System Simulation
Measures the amount of water in a bucket and is displayed on the LCD.
Tech Stack: Arduino,c++
Robotic Arm
Developed Robotic Arm (phase 3) using IR in which sensor senses various objects and segregates black and white objects by keeping them opposite to each other.
ā¢ Tech Stack: Arduino,c++
Mangonel
Throwing arm which can shoot projectile to some distance using arduino and IR sensors and calculates the range of the projectile
ā¢ Tech Stack: Arduino,c++
IoT Based Smart Lighting System
Developed a system that automates power lighting and monitored the power consumption through blynk app.
Tech Stack: Arduino,c++
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