Aspiring Data Scientist
PROGRAMMING LANGUAGES Python
DATA SCIENCE LIBRARIES Pandas
re (regular expressions)
TECHNICAL STRENGTHS Exploratory Data Analysis (EDA)
Data Cleaning and pre-processing
Feature Extraction and Engineering
Model Training and Validation
ALGORITHMS Linear Regression
Support Vector Machines (SVMs)
OTHER GIT version control
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.
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.
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.
Mean Absolute Error: 2884
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:
Complete Data Science Boot camp
by 365 Careers, Udemy
Data Science Full Course
Python Programming Bible
by Vijay Gadhave, Udemy
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
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
Food and Cooking