AVINASH M PEDDI
OBJECTIVE To secure a challenging position in a reputable organization to expand my learnings, knowledge and skills and utilize the same to make a significant contribution to the success of the company.
Having hands on experience in implementing dashboards, data visualizations and analytics using Tableau Desktop.
Good knowledge in analyzing and pre-processing datasets in jupyter notebook
Have good understanding in implementing machine learning algorithms for predictive analysis.
Good knowledge in executing SQL queries.
Basic understanding of Big data technologies like Apache Spark, Hadoop. EDUCATION B. E, BMS COLLEGE OF ENGINEERING, BANGALORE, YOP - 2019 Branch : Medical Electronics
CGPA : 8.3
PUC, VIDYAMANDIR IND. PU COLLEGE, BANGALORE, YOP - 2015 Branch : PCMB
Percentage : 88.17%
SSLC, SVN ENGLISH SCHOOL, BANGALORE, YOP - 2013
Percentage : 93.44%
Languages : Python, SQL
Analytical tools : Jupyter notebook, Pycharm
BI Tools : Tableau
Databases : PostgreSQL
Analytical skills : Data wrangling, mining and Visualization. Text mining.
Machine Learning Algorithms: Regression, Classification, Decision trees, Random forest, Support Vector Machine (SVM) etc.
PROJECTS FEATURE BASED PRICE PREDICTION OF USED CARS – (AUGUST - 2019) Language: Python
Tool: Jupyter notebook
Prediction based model which considers different attributes of used car.
Statistical methods like ANOVA, Pearson correlation are used for Feature selection.
Nearly 84% of variation is explained by the Ridge regression model with Grid search CV.
911 EMERGENCY CALLS - (AUGUST - 2019)
Tool: Jupyter notebook
Project mainly focus on exploratory data analysis of raw data and obtain meaningful insights of it.
Analyses the magnitude of the calls per day of the week or the month for different reasons of the calls using visualization tools.
CERTIFICATIONS Class-room Training :
Certified by Inventateq on Data Science with Python, Machine Learning
Online Course :
Python 101 for Data Science (PY0101EN, provided by Cognitive Class)
Data Analysis with Python (DA0101EN, provided by Cognitive Class)
WORKSHOPS Attended workshop on BIG DATA ANALYTICS organized by Philips HealthTech, Bangalore and BMSCE IEEE-EMBS Student Chapter.
Coordinator Fine Arts Club, BMSCE (2017 – 2018)
Event Coordinator, Utsav 2017, BMSCE.
I hereby declare that the above information is correct to the best of my knowledge and I take complete responsibility for any false information.
Date: Yours Faithfully
Place: (AVINASH M PEDDI)