About Me
Samyuktha focuses on designing data-driven business solutions. She is a data science professional with 3+ years experience. IBM Certified AI Engineer. I love to spend time building projects on Machine learning, AI, Deep learning, NLP, just all new...er. I love to spend time building projects on Machine learning, AI, Deep learning, NLP, just all new things. Please check out my website, for more details of my projects: Medium - https://medium.com/@samyukthamantri/ Kaggle - https://www.kaggle.com/samyukthamobile Git - https://github.com/samyumobi
Show MoreSkills
Others
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Algorithm Development - 3 Years
Intermediate
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Data Ingestion
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Shell Scripting - 3 Years
Intermediate
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PySpark - 2 Years
Intermediate
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Hadoop Distributed File System - (HDFS)
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Zookeeper - 1 Years
Beginner
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WorkFlow
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Spacy
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Sklearn - 3 Years
Intermediate
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Snowflake - 1 Years
Beginner
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Geographic Information System - GIS - 2 Years
Intermediate
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Relational Database Management System - RDBMS - 3 Years
Intermediate
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Azure DataFactory - 2 Years
Intermediate
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T-SQL - 2 Years
Intermediate
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Outlook Add-in - 4 Years
Advanced
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Tableau - 2 Years
Intermediate
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Data mining - 2 Years
Intermediate
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Azure DataLake - 2 Years
Beginner
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EDA - 3 Years
Intermediate
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Predictive Modelling - 3 Years
Intermediate
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MS Power BI - 2 Years
Intermediate
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Data Engineer - 2 Years
Intermediate
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ETL Pipeline - 1 Years
Intermediate
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Data Structures And Algorithms - 2 Years
Intermediate
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Google Cloud Platform - IAAS - 2 Years
Intermediate
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HTML - 1 Years
Intermediate
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ARIMA - 2 Years
Intermediate
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Kaggle
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Data analytics - 3 Years
Intermediate
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C Sharp - 1 Years
Intermediate
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Data Warehouse - 2 Years
Intermediate
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UI - 2 Years
Beginner
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AWS Azure GCP - 3 Years
Intermediate
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Computer Vision - 1 Years
Beginner
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MLOPS - 1 Years
Beginner
Web Development
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Apache Spark - 1 Years
Beginner
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API Development - 1 Years
Beginner
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Django - 1 Years
Beginner
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Java (All Versions) - 1 Years
Beginner
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JavaScript - 1 Years
Beginner
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REST - 2 Years
Intermediate
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SOAP - 1 Years
Beginner
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BlockChain - 1 Years
Beginner
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AWS
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Docker
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ETL(Extract, Transform, Load) - 2 Years
Intermediate
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Microservices - 1 Years
Beginner
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Azure - 2 Years
Intermediate
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TensorFlow - 1 Years
Beginner
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Support Vector Machines - (SVM) - 1 Years
Beginner
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Redshift
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Rest API - 2 Years
Intermediate
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Apache-Kafka - 1 Years
Beginner
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Pytorch - 1 Years
Beginner
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Keras - 1 Years
Beginner
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SciKit-Learn - 3 Years
Intermediate
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Velocity
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Pandas - 2 Years
Intermediate
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NumPy - 3 Years
Intermediate
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Power BI - 2 Years
Intermediate
Data & Analytics
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Artificial Intelligence - 2 Years
Intermediate
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Artificial Neural Networks
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Big Data - 1 Years
Intermediate
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Data Science - 3 Years
Intermediate
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Hadoop - 1 Years
Intermediate
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Natural Language Processing - 1 Years
Beginner
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Statistical Analysis Software - SAS - 2 Years
Intermediate
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Data Visualization - 2 Years
Intermediate
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Machine Learning - 3 Years
Intermediate
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Neural Networks - 2 Years
Intermediate
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Apache Hadoop - 1 Years
Intermediate
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Machine Learning - 2 Years
Intermediate
Programming Language
Software Engineering
Database
Operating System
Mobile Apps
Development Tools
Software Testing
Portfolio Projects
Company
Client Response rate prediction
Role
Data Scientist
Description
* Predict client response rate for financial bank loans data
* Evaluates the responder percentage of clients when offered a loan, insurance , credit / debit card, etc. These offerings are classified under 8 tiers.
* Prepared the dataset using custom database schema.
* Ingest and load data from multiple data streams using Hadoop, Hive, Spark.
* Transformed the data and ingest data across ML pipelines for Data preprocessing
* Research, explore machine learning classification models
* Demonstrate the prediction reports using Shap, profiler, classification reports.
* Deployed the model script on Airflow.
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Company
Dynamic project roadmap dashboard
Role
Data Scientist
Description
* Custom Database schema design : Identified projects falling under a domain, project closing deadlines ( dates).
* Data ingestion alerts: Load data, alert team about ETL failures, DAG failures, Py script server errors.
* Design custom dashboard for senior management to checkout projects that have completed , delayed , in-progress, closed, emergency targets.
* Test the individual power features and upgrade the model after multiple client and team reviews.
* The code was deployed later onto web by other interns in the team.
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Skills
HTML JavaScript SQL Rest API Python Outlook Add-in AzureVerifications
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Phone Verified
Preferred Language
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English - Fluent
Available Timezones
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Eastern Daylight [UTC -4]
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Central Daylight [UTC -5]
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Mountain Daylight [UTC -6]
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Pacific Daylight [UTC -7]
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Eastern European [UTC +2]
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Eastern EST [UTC +3]
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Greenwich Mean [UTC ±0]
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Further EET [UTC +3]
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Australian EDT [UTC +11]
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Australian CDT [UTC +10:30]
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Dubai [UTC +4]
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New Delhi [UTC +5]
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China (West) [UTC +6]
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Singapore [UTC +7]
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Hong Kong (East China) [UTC +8]
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