Sonika

Reguraj

B. E- Electronics & Communication Engineering

Electronics and Communication Engineer passionate about Data Visualization and Statistics.

ASPIRATION

02

Passionate towards the study of data analysis and visualization.Transitioning from computer engineering (ECE), where I was extensively involved in systems design, I would like to use this system building and programming expertise to make a mark in the field of analytics. Have been outstanding in undergraduate academics, and have ever been intellectually curious, persistent and devoted to endeavors that I embark on.

Skills & Expertise

PROGRAMMING LANGUAGES

Python Programming

C Programming

DATABASE

MySQL

FRONT END

Front End HTML, CSS, Bootstrap

03

TOOL COMPETENCE

Matlab, Arduino, Idle, Pycharm, Postgre

ANALYTICS EXPERTISE

Machine Learning, Deep Learning and Data structures

Projects

04

1.Prediction of Heart Disease

• The System predicts the arising possibilities of Heart Disease. Contextually adapted and used machine learning algorithms to identify the statistical possibility of heart

complications

• Categorized the symptoms computing and setting up statistical thresholds and

used Python language for deployment of core logic

• Generated intuitive maps that portrayed the ambient heart conditions, and was

involved in simplifying the visual portrayal for user’s easy grasp

• Achieved an accuracy of 85% in classifying the heart conditions

• The project evolved my knowledge of Python, training of models, data inter-

pretation and data visualization

2.Secured Messaging System

05

• Augmented communication security through deploying cryptographic algo-

rithms including Data Encryption Standard (DES)and RSA using Python, and libraries such as Tkiner and pyGui

• Designed SQL server and table configurations to reinforce multiple layers of security

• Realized a messaging systems design that was secure, robust and well-integrated

(coherent internally, with no redundancy)

3.Lora Based Smart Ambulance System With Movable Road Divider

06

LORA

• Arrived at a method to smartly control traffic light to ensure free path for

ambulance to reach hospital on time during peak hours

• Relied on historical data to extract patterns in road usage during peak hours

and their relation with traffic light coordinations

• Proposed the idea of moving road dividers based on density using servo motors

and IR sensors, which was accepted and deployed

07

4.Water Trash Collector Using IOT

• Devised a cost-effective water garbage collector that uses IoT and smart control

capabilities to safely and rapidly eliminate floating trash

• Ideated the central algorithm for optimal implementation

5. Amazon Product Reviews Using Sentiment Analysis

08

• Used Machine learning and Python programming to objectively mine and analyse large amazon clients review datasets and numerically assign rating (converting qualitative signals to quantitative signals, allowing for better product and service feedback for Amazon)

• Conceived a fail-safe algorithm that predicted whether the review given is

positive or negative

COLLECT

ANALYSE

VISUALISE

Contact Information

Sonika Reguraj

Address

57, Kumaran Nagar, Ganapathy

Coimbatore-641006

Email

sonikregupathy@gmail.com

Phone

+91- 8667240249

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