MTECH

SLAB ALLOCATOR

IIIT Hyderabad

• Implemented efficient memory allocator than malloc
• It exploits object caching mechanism to reduce the time required for object initialization.
• Technologies used: C++

MathWorks

Robotics toolbox optimization

Engineering Development Group Intern, MathWorks

• Worked on enhancement of Robotics system toolbox.
• Analysed the requirements of the clients and made the tool- box more modular thus making it faster and space efficient.
• Removed the dependencies by adding appropriate APIs.
• Path Planning
• The work was focused on path planning for autonomous robots.
• It involved making a 2D occupancy grid as well as 3D mesh from the sensor data in real time.
• Using this a robot could construct the grid/mesh on the go and navigate accordingly.

MTECH

AI on Edge

IIIT Hyderabad

• Developed an IOT Platform for real time monitoring system.
• Admins can register various types of sensors with their properties, and developers can upload and run/schedule IOT based algorithms on them
• The platform takes care of validating code, creating virtual environments, load balancing,sensor binding and functionality of showing real time output which then can be used to take particular action.
• Technologies used: Python, kafka, Docker, Flask, MongoDB.

MTECH

TORRENT : PEER-TO-PEER FILE SHARING SYSTEM

IIIT Hyderabad

Developed a group based file sharing system where users can share and download files from the group they belong. Downloading was done parallelly from multiple peers in multiple pieces and SHA was used to ensure Integrity. Developed in C++.

MTECH

POSIX COMPATIBLE SHELL

IIIT Hyderabad

Developed a working POSIX compatible interactive shell with a subset of feature of default shell which can execute standard Linux commands and some user-defined commands by creating and managing new processes.Provided support for Redirection, Pipe, History and other functionalities. Developed in C++.

MTECH

MACHINE LEARNING PROJECTS

IIIT HYDERABAD

KNN CLASSIFIER TO PREDICT HANDWRITTEN DIGITS

HATE SPEECH CLASSIFICATION USING VARIOUS CLASSIFIERS (SVM, RANDOM FOREST, CNN)

HOUSE PRICE PREDICTION USING DECISION TREE REGRESSION

CIFAR IMAGE DATASET CLASSIFICATION USING CNN

LINEAR REGRESSION FOR WEATHER PREDICTION

K MEANS CLUSTERING TO CLUSTER TEXT DATASETS

BE

Migrate and Map: A framework to access data from MySql, MongoDB or HBase using MySql queries

DYPCOE