Sharon Sebastian

Sharon Sebastian

Insightful and detail oriented Data Scientist
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English, Hindi

نبذة عني

I am a highly motivated and progress focused Software Engineer with varied experience in India, China and UAE.
I am a consistent problem solver skilled at prioritizing and managing work with proficiency.

In Data Science…

الخبرة

DATA SCIENTIST

APPLICATION OF AI IN MODELLING PROCESSES (OIL AND GAS)
Dec 2021 - حتى الآن · 4 سنوات 7 أشهر

Analyzed, cleansed and prepared the data for actionable insights and modelling
Learned the correlation between parameters and performed data visualization using Python libraries like matplotlib and seaborn
Selecting features, building and optimizing classifiers using machine learning techniques to predict the results in python

Data Scientist

Research
Dec 2021 - حتى الآن · 4 سنوات 7 أشهر

Project: Use of AI in screening Enhanced Oil Recovery (EOR) process
Analyzed, cleansed and prepared the data for actionable insights and modelling
Learned the correlation between parameters and performed data visualization using Python libraries like matplotlib and seaborn
Selecting features, building and optimizing classifiers using machine learning techniques to predict the results in python

Publication Links for acknowledged work
Use of AI tools to understand and model surface-interaction based EOR processes - https://doi.org/10.1016/j.acags.2022.100111

Understanding & Screening of DCW through Application of Data Analysis of Experiments and ML/AI - https://www.mdpi.com/1996-1073/16/8/3376

Data Analyst

SUPREME COMMITTEE FOR DELIVERY AND LEGACY, DOHA
Nov 2022 - Dec 2022 · 1 شهر

PROJECT : FIFA WORLD CUP 2022
Worked on Integrated Operations Platform and stakeholder's dashboards for FIFA world cup reporting on transport, crowd operation and event activation from National Command Centre
Analyzed crowd and transport data and gave insights on real time operational use cases related to crowd behavior and transport congestion
Listed and documented use cases along with preventive actions and operational alerts
Worked seamlessly with different stakeholder team members to report accurate data
for higher management on daily basis
Recommendations published on LinkedIn profile

DATA ANALYST

SUPREME COMMITTEE FOR DELIVERY AND LEGACY, DOHA
Nov 2022 - Dec 2022 · 1 شهر

Worked on Integrated Operations Platform and stakeholder's dashboards for FIFA world cup reporting on transport, crowd operation and event activation from National Command Centre
Analyzed crowd and transport data and gave insights on real time operational use cases related to crowd behavior and transport congestion
Listed and documented use cases along with preventive actions and operational alerts
Worked seamlessly with different stakeholder team members to report accurate data for higher management on daily basis

Research Assistant

EMIRATES COLLEGE FOR ADVANCED EDUCATION, ABU DHABI
Feb 2022 - Nov 2022 · 9 أشهر

PROJECT : TURNING AROUND MATHEMATICS AND SCIENCE ACHIEVEMENT
Conducting research to acquire data from primary data source
Analyzed, cleansed and prepared the data for actionable insights in python
Used statistical, artificial intelligence, and machine learning methods for learning and assessment data

RESEARCH ASSISTANT

ADEK-AARE FUNDED PROJECT AT EMIRATES COLLEGE FOR ADVANCED EDUCATION, ABU DHABI
Feb 2022 - Nov 2022 · 9 أشهر

Conducting research to acquire data from primary data source
Analyzed, cleansed and prepared the data for actionable insights in python
Used statistical, artificial intelligence, and machine learning methods for learning and assessment data

CRM & TECHNICAL SUPPORT

RETAIL FASHION COMPANY, UAE
Jun 2018 - Dec 2021 · 3 سنوات 6 أشهر

Designing the database with interface to input and store inventory, sales and client information and producing reports using HTML, Excel, MS Access
Formulating strategies to boost sales
Engaging with customers on a regular basis
Working rigorously for a prominent digital presence of the retail brand

CRM & TECHNICAL SUPPORT

RETAIL FASHION COMPANY, UAE
Jun 2018 - Dec 2021 · 3 سنوات 6 أشهر

Designing the database with interface to input and store inventory, sales and client information and producing reports using HTML, Excel, MS Access
Formulating strategies to boost sales
Engaging with customers on a regular basis
Working rigorously for a prominent digital presence of the retail brand

Software Engineer

SATYAM TECHNOLOGY
Jun 2007 - Feb 2009 · 1 سنة 8 أشهر

PROJECT : WATER TREATMENT APPLICATION FOR FRENCH COMPANY VEOLIA WATER
Coordinated between offshore team and client in spite of language barrier. Conveyed ideas and concerns well across to the client and helped the technical team to reach a successful completion
Requirement and design document preparation
Testing, debugging and performance tuning of the application in C# .Net

SOFTWARE ENGINEER

SATYAM TECHNOLOGY, CHINA
Jun 2007 - Feb 2009 · 1 سنة 8 أشهر

Coordinated between offshore team and client in spite of language barrier
Conveyed ideas and concerns well across to the client and helped the technical team to reach a successful completion
Requirement and design document preparation
Testing, debugging and performance tuning of the application in C# .Net

Software Engineer

US Technology
Oct 2004 - Mar 2006 · 1 سنة 6 أشهر

PROJECT : DASHBOARD FOR A FORTUNE TRANSPORTATION COMPANY
Process flow design
Construction and testing of programs/jobs
Designing and coding most of the web pages in C# .Net ensuring on time delivery Testing and debugging and production support
Recommendation published on linkedin profile

SOFTWARE ENGINEER

US TECHNOLOGY, INDIA
Oct 2004 - Mar 2006 · 1 سنة 5 أشهر

Process flow design
Construction and testing of programs/jobs
Designing and coding most of the web pages in C# .Net ensuring on time delivery
Testing and debugging and production support
Recommendation published on linkedin profile

المهارات

Python SQL Machine Learning Deep Learning Data Mining Data Visualization VB.net C#.net HTML Tableau Hadoop Hive MapReduce TensorFlow Keras pandas NumPy scikit-learn seaborn matplotlib Bagging Boosting Hyperparameter Tuning GridSearchCV Cross Validation Clustering K-means Hierarchical Clustering ANN Computer Vision NLP Vectorization Count Vectorizer TF-IDF Vectorizer Sentiment Analysis Big Data Artificial Intelligence Data Analysis MS Access Excel
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