Yaswanthkumar Gothireddy

Yaswanthkumar Gothireddy

Hi! Welcome to my personal site. I am a Data Nerd. I love blogging about Data Science, mostly in R and python, and you can find my latest work below.

Projects

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Household Load Forecasting

Household Load Forecasting

Forecasting Energy consumption using multiple ML algorithms.

Bank Transactions classification - Reproducable Machine Learning

Bank Transactions classification - Reproducable Machine Learning

Classifying bank transactions through reproducing a journal paper.

Barcode detection -YOLO

Barcode detection -YOLO

Barcode detection using Geomentric approach

Churn Modelling

Churn Modelling

Bank customer churn modelling.

Marine Biodiversity Monotoring Application

A working video of the application

Yelp Reviews Sentiment Change Detection

Yelp Reviews Sentiment Change Detection

Sentiment change detection in Restaurant reviews due to an adverse event.

Skills

R

90%

Python

90%

Database

80%

Statistics

90%

Artificial Intelligence

90%

Biking

100%

Experience

 
 
 
 
 
Data Scientist Intern
Mar 2020 – Aug 2020 Nantes

Responsibilities include:

  • Devised and utilized algorithms and models to mine big data stores, perform data and error analysis to improve models, and clean and validate data for uniformity and accuracy.
  • Programmed Robust Data Pipelines utilizing Data science Techniques.
  • Implemented ensemble models, convolutional Neural Networks using TensorFlow, Python, and Scikit-Learn.
  • Results: Developed a working wheel classification model with an accuracy of 91% on a noisy sensor data.
 
 
 
 
 
Research Data Assistant
Rennes School of Business
Feb 2019 – Aug 2019 Rennes

Responsibilities include:

  • Mined 40GB of patent claims text data using Natural Language Processing techniques and Google BigQuery.
  • Created a Data Orchestration pipeline in Apache Airflow to rerun queries for 300+ keywords.
  • Designed and created Database of Patent keywords in MySQL from extracted information.
 
 
 
 
 
Data Analyst Intern
CSIR-CDRI
Aug 2017 – Jun 2018 Lucknow, India

Responsibilities include:

  • Mined data from primary and secondary sources, then reorganizing said data in a format that can be easily utilized by HIV researchers.
  • Provided Valuable insights to researcher’s creating Dashboards and Visualizations using R Shiny
  • Prepared reports for Researchers that effectively communicates trends, patterns, and predictions using relevant data. Collaborated with programmers to identify opportunities for process improvements, recommend system modifications

Accomplish­ments

Dataiku Core Designer Certificate
Dataiku DSS Workflow, Visual Analysis, Core Concepts
See certificate
Tensorflow Developer Certification
Tensorflow Developer Certificate
See certificate
PGP in Big Data Analytics and Optimization
See certificate

Contact