Akshay Okali

Aspiring Data Scientist

Marathalli, Bengaluru

Karnataka, INDIA

ada6r9@r.postjobfree.com

+91-636**-*****

SKILLS

PROGRAMMING LANGUAGES Python

DATA SCIENCE LIBRARIES Pandas

NumPy

Scikit-Learn

SpaCy

re (regular expressions)

VISUALIZATION Matplotlib

Seaborn

TECHNICAL STRENGTHS Exploratory Data Analysis (EDA)

Data Cleaning and pre-processing

Feature Extraction and Engineering

Feature Selection

Model Training and Validation

ALGORITHMS Linear Regression

Logistic Regression

Support Vector Machines (SVMs)

Decision Trees

Random Forests

k-NN Classification

Naive Bayes

OTHER GIT version control

SQL

WHY ME?

Keen interest in Data Science and Machine Learning.

3 years of professional experience.

Can work with minimal supervision and guidance.

Eager to learn and solve problems.

Strong reasoning and analytical skills.

PROFILES

LinkedIn: https://www.linkedin.com/in/akshay-okali

GitHub: https://github.com/akshayokali

PROJECTS

1. pH Recognition RGB Data Classification

Link: https://github.com/akshayokali/ph_recognition The problem at hand is to build a model to classify the samples into different levels of pH based on the RGB data.

Packages used:

Numpy, Pandas

Matplotlib, Seaborn

Scikit Learn

Model Performance:

Accuracy: 97%

Precision: 95%

Recall: 93%

2. Insurance Charges Policy Holders Data Prediction Link: https://github.com/akshayokali/insurance_charges The problem at hand is to build a model to predict the insurance charges of customers based on the existing customer data.

Packages used:

Numpy, Pandas

Matplotlib, Seaborn

Scikit Learn

Model Performance:

Mean Absolute Error: 2884

R-Squared: 0.82

3. Mushroom Classes Mushroom Data Classification Link: https://github.com/akshayokali/mushrooms_classes The problem at hand is to build a model to classify the varieties of Mushrooms into edible or poisonous classes based on the mushroom type data. Packages:

Numpy, Pandas

Matplotlib, Seaborn

Scikit Learn

Model Performance:

Accuracy: 94%

Precision: 94%

Recall: 95%

CERTIFICATIONS

Complete Data Science Boot camp

by 365 Careers, Udemy

Data Science Full Course

by Edureka

Python Programming Bible

by Vijay Gadhave, Udemy

EDUCATION

PES Institute of Technology and Management, Shivamogga Bachelor of Engineering (Mechanical Engineering)

June 2012 - June 2016

P C JABIN PU SCIENCE COLLEGE, Hubli

PUC I, II

2010 - 2012

PROFESSIONAL EXPERIENCE

IPEXX GLOBAL INDIA PVT LTD, Bengaluru // Design Engineer November 2018 - July 2019

MSM CONSULTANCY SERVICES, Bengaluru // Design Engineer July 2016 - November 2018

CREATIVE SYNERGIES GROUP, Pune/Bengaluru // Design Engineer

(On contract as a Third Party Resouce via MSM Consultancy Services) September 2016 - October 2017

HOBBIES

Traveling

Food and Cooking

Movies

Contact this candidate