Azure
RAMYASREE VEDANTHAM
Senior Data Scientist
Toronto,ON
Summary
Dedicated Data Science professional with a Master's degree in AI experienced working with vast data sets to break down information, gather relevant points and solve advanced business problems. Skilled in predictive modeling, data analyzing and hypothetical testing. Highly organized, motivated and diligent with 6 years of experience in building solutions to business problems.
Overview
6
6
years of professional experience
7
7
years of post-secondary education
3
3
Languages
Work History
Senior Data Scientist
DXC TECHNOLOGY
Remote
12.2021 - 06.2022
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
- Created and implemented new forecasting models in Azure and automated data pipelines to reduce the manual process by 40%.
- Utilized advanced querying, visualization and analytics tools such as Power BI and Tableau to analyze and process complex data sets.
- Collaborated with 5 cross-functional teams to quickly deliver scalable Artificial Intelligence solutions.
- Identified, measured and recommended improvement strategies for 2 end to end machine learning systems across business areas.
FREELANCER
Saudi Aramco
09.2021 - 11.2021
- Resolved problems, improved metrics by 10% and provided reporting to forecast ML models.
- Discovered data stories to present insights to scientists and business managers through 3 essential elements such as visuals, narrative and data.
- Coached and mentored 5 junior data scientists on data analyses and visualization techniques.
Artificial Intelligence Researcher
AI for Cyber Security Lab
Montreal, QC
09.2020 - 08.2021
- Demonstrated master’s thesis by designing a context-specific language model improving precision by 4% and accuracy by 3%.
- Designed 1 substantial NLP system using BERT, ELECTRA and Hugging Face Framework, Named Entity Recognition (NER), Information Extraction and Semantic Analysis.
- Adapted text preprocessing and normalization techniques, word embedding, TF-IDF, word2vec, spacy, NLTK, transformers, POS tagging, and parsing.
Senior Consultant
Ernst and Young
Bengaluru, India
01.2019 - 08.2019
- Structured models for Classification, Regression solutions on a large amount of data from 2 departments using Pandas, NumPy in Jupiter Notebook, and Google colab.
Senior Application Developer
Accenture
Chennai, India
04.2018 - 12.2018
- Scraped, manipulated, and analyzed complex, high-volume, high dimensionality data from multiple web sources.
- Designed and developed forward-thinking systems that meet client needs and improved productivity by 50%.
Application Developer
Accenture
Chennai, India
08.2017 - 03.2018
- Illustrated and configured 14 full stack applications to meet business process and application requirements.
Systems Engineer
Tata Consultancy Services
Chennai , India
01.2015 - 07.2017
- Delivered 4 mobile design products contributing to acquiring new vendors to the organization.
Education
Master of Science - Artificial Intelligence
UNIVERSITY OF MONTREAL
Montreal, QC 09.2019 - 08.2021
Master of Science - Electronics And Instrumentation
SASTRA UNIVERSITY
India 05.2009 - 05.2014
Skills
Machine learning
undefinedSoftware
MLOps
Power BI
Tableau
Scrapy
Interests
NLTK
Pandas
NumPy
Tensor flow
BERT
Neural Network
Timeline
Senior Data Scientist
DXC TECHNOLOGY
12.2021 - 06.2022
FREELANCER
Saudi Aramco
09.2021 - 11.2021
Artificial Intelligence Researcher
AI for Cyber Security Lab
09.2020 - 08.2021
Master of Science - Artificial Intelligence
UNIVERSITY OF MONTREAL
09.2019 - 08.2021
Senior Consultant
Ernst and Young
01.2019 - 08.2019
Senior Application Developer
Accenture
04.2018 - 12.2018
Application Developer
Accenture
08.2017 - 03.2018
Systems Engineer
Tata Consultancy Services
01.2015 - 07.2017
Master of Science - Electronics And Instrumentation
SASTRA UNIVERSITY
05.2009 - 05.2014
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