Banalata Bhunia

Efficient in machine learning, artificial

intelligence and software development. Besides

this I have problem solving skills. I am hard

worker, commitment and dedication towards

task.

admcr6@r.postjobfree.com

956-***-****

West Bengal, India

linkedin.com/in/banalata-bhunia-90628b1b2

EDUCATION

M.Tech in Computer science & Engineering (core)

Vellore Institute of Technology, Vellore, Tamil Nadu B.Tech in Computer science & Engineering (CGPA -7.40) Academy of Technology, Hooghly, West Bengal

SKILLS

Programming:

Data Science framework:

Machine Learning:

CERTIFICATES

1.Participating in Technical fest named ”TECHFIESTA” in 2015 in Academy of Technology. (08/2015 - 08/2015) 2.Participating in Technical fest called” KSHITIJ” in IIT kharagpur in 2015. (06/2015 - 06/2020)

3.Done a course of Advanced java programming for web development(08/2019 – 10/2020).

4. Achieve certificate in MongoDB in MongoDB

university. (02/2020 - 04/2020).

LANGUAGES

- English - Hindi -Bengali

(Professional working proficiency in English

and Bengali)

AREA OF INTEREST

Machine learning, Artificial Intelligence, Software Developing.

HOBBIES

PERSONAL PROJECTS

Estimation Of Vegetation Index Using Machine Learning Methods Based On Multispectral Remote Sensing Data

- In this project Multi spectral remote sensing data is used for calculating NDVI of South Australia region. Here ANN and RBFN algorithms are used for trained

and optimized the data so that the result will be

optimized and more accurate.

Ritchie’s Predictive Model of Accidents using Machine Learning Algorithm (09/2019 - 02/2020)

- In this project data cleaning and classification and random forest technique are used for trained the raw data. Here accident on the road is analyzed by using machine learning approaches . The main aim of the

project is to find out those important factors that have a clear effect on road accidents and provide some

beneficial suggestions regarding this issue. Available at

-

https://www.researchgate.net/publication/344191886_R itchie's_Predictive_Model_of_Accidents_using_Machi ne_Learning_Algorithm

Machine Learning Approach for Text Chunking . (02/2017 - 06/2017)

- In this project Machine learning approach is used for chunk detection of text. Chunking means extracting phases from unstructured text. Here phase structure rule is used for categorized the different phases. Facial recognition and Detection (06/2016 - 02/2017)

- Here artificial intelligence is used for detecting the facial structure. It matches the real face with digitized images which is already stored in database. Now a

days it is very much used in smart phone, airport and many other organization for fraud detection.

Explore an Efficient and Effective Health Care System using Fuzzy Inference. (06/2019 - 12/2019)

- Fuzzy logic is used for explore health care system. In the system patient can detect their problem after

uploading the test result. And it also can recommend for a good doctor according to the disease.

Gas Leakage Warning System in IOT Technologies.

- IOT technologies is used for detecting gas leakage in a Multi-storey building. Smoke detection sensor are used for detecting harmful smoke. And according to the

sensor alarms are also be attached so that dweller can be alarmed before major damage.

Online Banking

- It is a web based application where every customer can create their account sitting at home. He / She can also do any type of transaction from home. Here CSS and

HTML are used for backend and front end development. C C++ Java Python

MongoDB SQL NoSQL

Pandas Numpy Matplotli

b

TensorFlow Pytorch OpenCV

Movies Travelling Listening music

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