Hi! I'm Aadarsh Vadakattu

I'm a Lead Data Engineer with five years of Data Engineering, Data Scientist and Software Engineering experience. I'm a person who loves to code in Python and loves thinking about Statistics and Machine Learning.

Check out my resume here!

Contact me here!

Email: aadarsh.vadakattu@gmail.com

What i do

I'm really good at

Database Schema Design

ML Algorithm Design

Data Visualization

Data Integration/Migration

Development Strategy

Analytical Approach

Teamwork

Problem Solving Skills

Python

SQL and Talend

Tableau

Hortonworks Ecosystem

Projects

Checkout a few of my works

Data Science

A Model for Estimating Bike Lane Demand

A project that splits the roads of a city into several sections and estimates the need of a bike lane, where there is high risk of bike accidents and existence of businesses.

Used tools : Python (Pandas, NumPy, plot.ly), Geocodio (an Online Geocoder), Tableau, Javascript

Datasets : North Carolina Bike Crash dataset, Yelp Businesses dataset

View Project on GithHub 

Big Data

Querying data in Apache Spark

Queries executed in Apache Spark, with a dataset containing several tweets pulled from the Twitter API.

Used tools : Apache Spark, Spark Dataframes, RDDs and Datasets

Dataset : Streamed Twitter Data

View Project on GithHub 

Computer Vision

Building a finger controllable Virtual Mouse

This is a simple project implemented using Python's OpenCV library that detects green blocks and implements them as a virtual mouse.

Used tools : Python (OpenCV, NumPy, pynput)

View Project on GithHub 

Neural Networks

Facial feature Recognition using MATLAB Neural Networks

A Facial Recognition project using MATLAB's Neural nets. Facial images have been gathered from AT&T's Database of Faces.

Used tools : MATLAB's Deep Learning Toolbox

Dataset : ATT Database of Faces

View Project on GithHub 

Enhancing Databases' Efficiency

Serializability and Recoverability Classifier

A project that generates random transaction histories for a database and then recognizes them if those transactions are Serializable and/or Recoverable.

Used tools : Python (NumPy, Itertools)

View Project on GithHub 

Fun Metrics

I love to share my achievements

Different Projects done in lifetime >0
Columns of Data Managed >0
Lines of code written in lifetime >0