SHILPA SELVARAJ- - | www.linkedin.com/in/shilpadeepaselvaraj
https://github.com/shilpadeepaselvaraj
SUMMARY
An energetic and passionate data scientist and research assistant , gaining knowledge and hands on
experience in analytics and python while building and deploying machine learning algorithms. Looking
forward to learn and work in challenging environment and teams and to work on challenging problems
while looking for a positive career growth and achieving organizational mission.
PROFESSIONAL EXPERIENCES
Buddi.ai, Chennai
March 2021- Present
Research & Development AI/ML
• Developed methods to automate text data audits.
Business Impact Automated data audits by implemented NLP techniques which has reduced the man days of
audits into 1/6 and improved the data created by manual annotators and analyst.
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Developed methods to generate data for training of healthcare chatbots
Business Impact Semi- Automated the generation of training datasets by extracting data from unstructured
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text files.
Developed and hosted FastAPI endpoint for Semantic Search Engine.
Business Impact This has an accuracy of 89% compared to other industry benchmark search engines for
health care data.
Developed and hosted endpoint for synonym search as well as facetted search in elastic search.
Business Impact It reduced the search time by 25% for SMEs to search the health care data thus leading to
business profits.
Developed a research project on Data sampling and Data visualization which provided insights to choose
relevant sample subsets to train and test models.
Developed and executed complete data science projects including preprocessing of data, exploratory data
analysis, model training and testing and developing endpoints in python.
Conducting experiments and research in various machine learning models and algorithms and improving
specific business solutions.
Processing and analyzing various numerical data, text data and images.
Finding insights from big datasets and delivering the business insights to developers and product managers.
Accomplishing tasks in agile project management and completing projects according to sprint planning.
Commonwealth Bank
Nov 2020- Dec 2020
Virtual Internship - Data Analytics
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Derived unique business insight to improve the business of CWB client.
Discovered useful information for business decision making.
Implemented data visualization in Excel and Python
Bharat Petroleum Corporation Ltd. Kochi Refinery (IREP)
Graduate Engineer Trainee
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Jan 2019 - Jan 2020
Completed 6 months training in Manufacturing Department.
Completed 6 months training in Process Safety Management.
Provided recommendations to process engineers on safety and compliance by HAZOP tool and the same
was accepted and implemented in the unit.
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Performed Data Analysis on the monthly expenditure of the refinery units and provided the monthly
report.
Assisted CCPS & OSHA, ISO audits and internal audits to ensure the quality aspects product, safety and
documentation.
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CERTIFICATIONS
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Machine Learning Nanodegree Certification, Udacity, 2020
SQL Essential Training, LinkedIn Learning, 2021
AWS Machine Learning, LinkedIn Learning, 2021
Adaptive Project Leadership, LinkedIn Learning, 2021
MACHINE LEARNING AND DATA SCIENCE PROJECTS
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Analysis of customer behavior of Starbucks Coffee Shop - Udacity Capstone Project.
Sentiment Analysis of IMDB Dataset using Pytorch in AWS SageMaker.
Detection of plagiarism by performing binary classification in AWS SageMaker
AREAS OF INTEREST
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Developing tools to automate Data Analytics and Data Visualization according to specific requirements.
Natural Language Processing
SKILLS
Programming Languages
:Python, Scala
Query Language
:SQL
Cloud
:AWS (Sagemaker, S3, Lambda)
Technology Applications
:FastAPI endpoint, Elastic Search
Development Methodology
:Agile, Scrum
Python Modules
:matplotlib, seaborn, pyplot
Data Science
:Data pre-processing, Exploratory data
analysis, model training and testing
:PowerBI, Tableau,Excel
Data Visualization & Analysis
EDUCATION
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Master of Technology (M Tech) in Process Control (CGPA 7.9)
Relevant papers – Neural Network, Fuzzy logics, Model predictive control
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Govt. Engineering College, Thrissur under KTU
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Bachelor of Technology (B Tech) in Chemical Engineering (CGPA 8.55)
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St. Michael College of Engineering & Technology, Sivagangai (Aff. to Anna University)
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Higher Secondary School Examination (secured 90%)
Class of 2011
Kerala State Board
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Secondary School Examination (secured 94%)
Class of 2009
Kerala State Board
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