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Kavya Devadiga

I am a Robotics Masters's student. I like smart autonomous systems. I love to design systems that would automate the dull, dangerous, and mundane tasks and make a difference in human lives for betterment.

./ Robotics Graduate student at the University of Maryland College Park
./ Graduated with a Bachelors degree in Computer Engineering
./ Loves building and development of robust software systems
./ Interests - Robotic Software Developer | Machine learning | Computer Vision | Autonomous systems
./ USA | India

kavyadevd

Technology stack

linux c cplusplus csharp ROS CoppeliaSim opencv postman python tensorflow travisci css3 dotnet git html5 javascript matlab mssql arduino azure

  > The secret of getting ahead is getting started.
  >> Mark Twain

Connect with me:

kavyashree-devadiga loony_d kavya_d

Kavyashree's Projects

cowinvaccinceslot icon cowinvaccinceslot

A basic HTML JS web page to check vaccine slot availability from Cowin public APIs

dl icon dl

Repository containing notebooks of my posts on Medium

dvr_autonomousbot icon dvr_autonomousbot

Arduino code for autonomous robot navigating through a controlled pre-described path using direct vector routing (for navigation) and PID algorithm (for line following)

eda_nlp icon eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

embeddings-qna icon embeddings-qna

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.

face-pose-illumination-classifier icon face-pose-illumination-classifier

Label classification for three datasets: Face, Pose and Illumination. Bayes Classifier, KNN Classier, Kerner SVM and Boosted SVM algorithms are written from scratch in Python. The results were evaluated and compared to understand the effectr of dimentionality reduction techniques including PCA, LDA and MDA validation using K-fold cross validation.

jackaltourguide icon jackaltourguide

Simulating a Clearpath Jackal Robot in a dynamic indoor environment.

joystickcontrolledrobot icon joystickcontrolledrobot

A basic differentially driven 4 wheel robot control code. To control the drive PS joystick remote is used

mtrl-auto-uav icon mtrl-auto-uav

Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments

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