Python
Suhas Shivakumar
Senior Data Scientist
Bengaluru,KA
Summary
Experienced Data Scientist with a demonstrated history of working in different industries. Skilled in Python, Data Visualization, Predictive Modeling and SQL. Strong engineering professional with a Masters Graduate in Machine learning & Soft computing. Highly organized, motivated and diligent with significant background in predicting modeling.
Overview
4
4
years of professional experience
4
4
years of post-secondary education
3
3
Languages
Work History
Senior Data Scientist
Robert Bosch Engineering and Business Solutions Private Limited
Bangalore, Karnataka
06.2019 - Current
- Developed a recommendation system, which uses historic buying information to recommend potential products that customers (distributor) are likely to purchase. Used ALS & KNN algorithm to build the engine.
- Developed a supervised classification model to identify critical vehicles using sensor data during field validation testing. Used XGBoost for classification.
- Built a classification model to give early warning system that helps the logistics team to predict the risk factor of a fulfillment order.
- Developed a text mining search engine using word2vec to search across documents and retrieve the closest similar project from historical data.
- Programming Platform: Python
Data Scientist
Scienaptic Systems
Bangalore, Karnataka
01.2018 - 05.2019
- Analyzing a hybrid of textual and numerical data to give out the best solutions to efficiently decrease the processing time of the incidents resolving time, and also to predict the incidents which get escalated using predictive models
- Used various feature extractions techniques such as N-Grams,TFIDF and compared it with deep learning architectures such as CNN and Word2vec on keras . Used XGboost for classification.
- Programming Platform: Python,Keras.
Junior Research Fellow
Indian Institute of Science
Bangalore
01.2017 - 01.2018
- Worked on the development of Fast and scalable algorithms for Image and Video processing, funded by Department of Science and Technology(DST), India.
- Implementation of detail preserving image downsampling. Reduced the execution time of the algorithm by 40%
- Programming, CUDA C, OpenCV.
Masters' Graduate Thesis
Indian Institute of Space Science and Technology
Thiruvananthapuram, Kerala
01.2015 - 01.2016
- Master's thesis was on 'Face Recognition using Deep Convolution Neural Networks(CNN), worked on developing a robust face recognition algorithm.
- Programming Platform: Matlab.
Education
Master of Technology - Machine Learning & Computing
Indian Institute of Space Science & Technology
01.2014 - 01.2016
Bachelor of Technology - Electronics and Communication Engineering
Visvesvaraya Technological University
01.2010 - 01.2014
Skills
Machine learning
Software
R
Microsoft excel
MySQL
PowerBI
Matlab
Timeline
Senior Data Scientist
Robert Bosch Engineering and Business Solutions Private Limited
06.2019 - Current
Data Scientist
Scienaptic Systems
01.2018 - 05.2019
Junior Research Fellow
Indian Institute of Science
01.2017 - 01.2018
Masters' Graduate Thesis
Indian Institute of Space Science and Technology
01.2015 - 01.2016
Master of Technology - Machine Learning & Computing
Indian Institute of Space Science & Technology
01.2014 - 01.2016
Bachelor of Technology - Electronics and Communication Engineering
Visvesvaraya Technological University
01.2010 - 01.2014
Technical skills
Programming language: Python, R & Matlab.
Tools & Libraries : Scipy, Numpy, Pandas, Scikit-learn, Jupyter, NLTK, Keras, Tensorflow.
Natural Language Processing : Text classification, Text summarization.
Machine Learning : Linear and Logistic Regression, Decision Tree, Random forest, XG Boost, Clustering, KNN, PCA, Bagging, Boosting etc.
Visualization tools: PowerBI, R Shiny.
Database: MySQL
Similar Profiles
Faizal RahimFaizal Rahim
Engineering Manager for Commercial Vehicles V&V at Robert Bosch Engineering and Business Solutions Private LimitedEngineering Manager for Commercial Vehicles V&V at Robert Bosch Engineering and Business Solutions Private Limited
Nand Kumar JhaNand Kumar Jha
Senior Data Engineer at Robert Bosch Engineering And Business SolutionsSenior Data Engineer at Robert Bosch Engineering And Business Solutions
Govindaraji SivananthamGovindaraji Sivanantham
Embedded Linux Architect at Bosch Global Software TechnologiesEmbedded Linux Architect at Bosch Global Software Technologies