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Machine LearningPython

Location:
Bangalore, Karnataka, India
Posted:
December 08, 2019

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Resume:

Datwani Niyati Pitumal

Postgraduate student in AIML passionate about Natural Language

Processing, Machine Learning and Deep learning. Proficient in a range of modern technologies including Python,Machine learning Algorithms and NLP,keras,Tensorflow,Data analysis,Data structure,Deep neural networks etc.

E/24 Chintan Flats Nayan Nagar

Krishna Nagar nr Jain Derasar

Saijpur Bogha

Ahmedabad-382345

+91-846*******

ada0sa@r.postjobfree.com

https://www.linkedin.com/in/

niyati-datwani-19a970127/

EDUCATION

Ganpat University, Ahmedabad — B.Sc.(IT)

august 2015 - june 2018

CGPA - 07.4/10.0

Gujarat University, Ahmedabad — M.Sc.(AI&ML)

july 2018 - 2020

Rollwala department of computer science

Percentage - _

PROJECTS

1ST YEAR MSC (AI & ML)

TRAVELLING SALESMAN PROBLEM

OPTIMIZATION PROBLEM.

The traveling salesman problem is a problem in which the goal is to find the shortest path between different cities. This project gives a solution to find an optimum route for traveling salesman using GENETIC ALGORITHM TECHNIQUE.

LANGUAGE: Python

LIBRARIES: Numpy for Math, Sklearn for implementing Machine Learning algorithms, Pandas for dataframe and Matplotlib for visualizations. 1ST YEAR MSC (AI&ML)

EMAIL SPAM-HAM CLASSIFICATION

The goal of this project is to build a spam filter that can effectively categories an incoming Email

as either “spam” or “ham”.

Different Machine learning algorithms such as NAÏVE BAYES, SUPPORT VECTOR

MACHINE (SVM), KNN, DECISION TREE, RANDOM FOREST have been used to find out

weather the given EMAIL is “spam” or “ham”.

LANGUAGE: Python

LIBRARIES: Numpy for math, Sklearn for implementing machine learning algorithms, Pandas for

dataframe and Matplotlib for visualizations.

SKILLS

Artificial Intelligence and

Machine Learning, Big Data,

DataScience, Self-service

EnterpriseVisualAnalytics,

Python, C, C++,Jupyter

Notebook, Spyder, Google

colab,MS SQL Server,

MySQL,Pandas,

NumPy,Scikitlearn,

TensorFlow, Keras

AWARDS

Short term certificate course

on High performance

computing and Deep learning

from IIT Roorkee.

Udemy Certification course of

machine learning : Machine

Learning A-Z Kaggle master

Udemy Certification course of

machine learning : Deep

Learning A-Z

Solo Learn Certification

course of C++, Python, Java,

SQL and C#

2ND YEAR MSC (AI&ML)

CHATBOT

The goal of this project is to compare the advantages and disadvantages of both RULE-BASED and LEARNING-BASED chatbot.

In RULE-BASED chatbot using MACHINE-LEARNING algorithms In LEARNING-Based chatbot using DEEP- NATURAL LANGUAGE PROCESSING.

3RD YEAR B.Sc(IT)

OUTLAW

Outlaw is a game to find all the treasure hidden in city, village and forest. You earn points when

you find treasure. Outlaw shows you different realistic scenes of ahmedabad. As the player is First

game character you will enjoy the real scene of city in front of you. LANGUAGE: c# using visual studio

tools: UNity3d, 3ds Max 2018, Audacity, Adobe Photoshop CC 2018 OTHER PROJECTS:

TEXT CLASSIFICATION

Text classification is the process of assigning tags or categories to text according to its content. It’s one of the fundamental tasks in Natural Language Processing (NLP) with broad applications such as sentiment analysis, topic labeling, spam detection, and intent detection. TWITTER SENTIMENT ANALYSIS

The objective of this task is to detect Positive and Negative speech in tweets. So, the task is to classify Positive and Negative s tweets from other tweets.



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