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Python, Tableau and Machine Learning

Location:
Hyderabad, Telangana, India
Posted:
May 17, 2021

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Resume:

VENKATESHWAR RAO M

+**949-***-****

admhk8@r.postjobfree.com

Vanasthalipuram, Hyderabad,

Telangana - 500070,

India.

OBJECTIVE:

A highly motivated and self-learner with strong Analytical and Problem Solving skills, seeking an opportunity to work in your Company. Coming with Interpersonal and Research skills to achieve the Company Goals.

EDUCATION:

COURSE

COLLEGE

&

UNIVERSITY

YEAR

OF

PASSING

MARKS M.Tech

(DECS)

Guru Nanak Institutions Technical Campus,

JNTUH, Ranga Reddy.

2015 83.4

B.Tech

(ECE)

Nagarjuna Institute of Technology and Sciences,

JNTUH, Miryalguda.

2013 81.9

Intermediate

(MPC)

Sri Gouthami Jr. College,

Miryalguda.

2009 93.9

SSC

Dowhill High School,

Miryalguda.

2007 75.0

WORK EXPERIENCE:

Assistant Professor July – 2017 to Till date

Working as an Assistant Professor in Sri Indu College of Engineering and Technology

(Autonomous) (JNTUH), Ranga Reddy.

Assistant Professor July – 2016 to June – 2017

Worked as an Assistant Professor in Siddartha Institute of Technology and Sciences (JNUTH), Ranga Reddy.

TECHNICAL SKILLS:

Languages : Python, MATLAB and R (Basics)

Operating Systems : Windows, Linux

MS Office Tools : Excel, Power Point and Word

Database : MySQL

Cloud : Azure, AWS (Basics)

BI Tools : Tableau, Power BI

Other : Git, Docker

CERTIFICATIONS:

Data Science Projects by Great Learning.

Python by GUVI.

Machine Learning (ML) by GUVI.

Data Visualization using TABLEAU by Great Learning.

Microsoft Azure by GUVI.

MySQL by GUVI.

PROJECTS:

SENTIMENT ANALYSIS:

Environment: Python (numpy, NLTK, Spacy, autosklearn, scikitlearn and Tensorflow) MySQL and Azure

Social media data collected from Github, Kraggle and Dataquest sites. We adopted Hybrid approach for social media analytics – Bag of words and machine learning approach. The historical data will be collected from social channels, based on that we will build taxonomies for bag of word approach.

POLICY ESTIMATION:

Environment: Python (numpy, pandas, autosklearn, scikitlearn and Tensorflow for AI/ML), Tableau, MySQL and Azure

Customer policies data collected form Dataquest sites. We adapted on classification analysis – machine learning approach. The data will be cleaned using python and visualize using Tableau to find the features which affects the outcome, based on that we build machine learning models with high accuracy.

IMAGE RESOLUTION ENHANCEMENT:

Environment: MATLAB, ML algorithms

An Algorithm implemented that used to enhance the image resolution up to 4 times than the actual image resolution with quality and computation superiority over existing methods. The main applications of this project is for Satellite Imaging systems, gaming and biomedical areas etc.

IMAGE COMPRESSION:

Environment: MATLAB, Wavelet Transforms

An Algorithm developed and implemented that used to reduce the image storage size less than the actual image size without any change in the image size. The main application of this project is for Image storage with less in size with better quality.

LONG RANGE FM TRANSMITTER:

This Project developed a small and simple transmitter which used to transmit voice in simplex transmission with efficient quality over 5Km range with less power consumption. TECHNICAL EXPERTISE:

Python (Numpy and Pandas), R and Microsoft EXCEL for Data analysis.

Storyboard and dashboards preparation of data using TABLEAU.

Python (Matplotlib, Seaborn) and R for data visualization.

MS Power Point for Presentations.

Scikit Learn and AutoML pakages in Python for applying Machine learning algorithms on data.

MySQL for database management.

AWARDS & PUBLICATIONS:

Best paper and presentation AWARD in 3rd. International Conference 2015 held at GNI.

Project Paper Published in ASIC Springer-2015 for an algorithm implemented using wavelet transforms in a project for Image Resolution Enhancement. COMPETENCY SKILLS:

Analytical Skills

Problem solving Skills

Interpersonal Skills

Research Skills

THANK YOU



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