Data Science
Tarun Kumar Maddimsetty
Data Scientist, IIIT-H Certified
Hyderabad
Summary
A Java Developer turned Data Scientist with keen interest in Explainable AI. Over 4 years of experience in Machine Learning & Deep Learning with overall experience of 9 years. Certified AIML (ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING) practitioner from IIIT-Hyderabad with Outstanding Performance.
Overview
4
4
years of post-secondary education
9
9
years of professional experience
Work History
Senior Data Scientist
Tech Mahindra
2019-07 - Current
- Working in AI COE team to provide AI solutions for various business problems.
- Designed and Implemented OCR models using MS Computer Vision API,CNN, LSTM and NLP to extract interested fields from contract documents.
- Developed object detection model using TensorFlow for extracting text from images, implemented a web tool using OCR to label the data. Automated this machine learning solution completely with GCP pipeline by using Cloud Build, Cloud Scheduler and Cloud Function components.
- Automated Driver on-boarding process for a leading ride-hailing service company using NER model and Python selenium.
- Automated data collection from different websites by using Python Selenium and Beautiful-Soap web scraping techniques.
Data Science Consultant
Deloitte
2015-03 - 2019-07
- Worked on a mobile food app for providing voice review and extracting entities using Google sentiment analysis deep learning API's.
- Built a Chatbot for retrieval of information and automating customer service inquiries routing customers to proper agents.
- Built an ML classification model to predict the probability/outcome whether a customer would leave a bank or not based on age, expenditure pattern, credit pattern etc.
- Built an end to end robust ML regression model to predict the cab fare depending on factors like pickup & drop point, number of passengers, day, time, year etc.
- Worked as Java developer for WAHBE(Obama Care) project. Professional experience in full development Cycle experience in Core Java, Spring Core, Spring MVC, SOAP Web Services, Spring Batch and Hibernate. Led a team of 6 developers. Mentored & Trained new recruits.
Senior Java Developer
Ness Technologies
2011-11 - 2015-03
- Designed, developed and implemented software applications for Maryland Online Registration System website based on analyzed requirements and understanding of industry technical standards.
Education
AIML Certification - Artificial Intelligence
IIIT-H
2018-08 - 2018-12
BTECH - CSE
SVIT
2007-10 - 2011-04
Skills
Machine Learning
Deep Learning
Python
Java
SQL
GCP
AWS
Flask
NLP
Model Deployment
GCP Pipeline
Web Services (Rest and SOAP)
Tensorflow
Scikit-learn
Pyspark
Spring
Hibernate
Struts
Crystal Reports
Accomplishments
- Was awarded the “Star” Performer of the project award for three consecutive years (2015-16, 2016-17 & 2017-18) at Deloitte.
- Received appreciation letter from a client (Dealer Track) at Ness Technologies.
- Received several Spot Awards though out the career.
Additional Information
- Developed curricula and facilitated cross-training for members in the team on Machine Learning.
- Organized interviews and Impact day in Deloitte.
Software
Anaconda
Eclipse
GIT
SVN
Jira
Postman
Linux
Windows
Timeline
Senior Data Scientist
Tech Mahindra
2019-07 - Current
AIML Certification - Artificial Intelligence
IIIT-H
2018-08 - 2018-12
Data Science Consultant
Deloitte
2015-03 - 2019-07
Senior Java Developer
Ness Technologies
2011-11 - 2015-03
BTECH - CSE
SVIT
2007-10 - 2011-04