Download PDF


Naga Indukur is a System Engineer with 2 years of professional experience in Software Industry. He is very much interested to apply Machine Learning models in real time scenarios. Have worked on few projects like review classification, recommendation system for e-commerce websites.

Work experience


System Engineer

Tata Consultancy Services Ltd
  • Developed KPI (Key Performance Indicators) Reports to the client as per their requirements. Extracted, analysed and identified the parameters which hampers the performance/efficiency of the project.
  • Working on developing a semantic search based chatbot by integrating Lucene's solr and Word2Vec algorithm.

Highest Education

Jul 2012Apr 2016

Bachelor's of Technology (B.Tech)

GITAM University

Bachelor Of Technology, Electronics and Communication                    Score: 8.66


Airbnb Destination predictor

Using Python and ML Algorithms

This project analyzed an imbalanced dataset. With proper Exploratory data analysis, data was cleaned and observed it was imbalanced. Thus, by balancing the data we found efficiency of multiple ML algorithms like Logistic regression, Naïve Bayes theorem, random forest and finally predicted the output with the best model.

Review Classifier

Using Python, NLP and NLTK

From a wide range of reviews received by a restaurant, by using Python libraries and NLP technologies we classified whether a provided review was positive or negative.