Avantika Singh
Data Scientist at CKDelta- Claim this Profile
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Bio
Sanjiv Kumar Jha
Avantika worked with me as an intern to learn data science. She comes from a non-CS background but she picked up programming and data modeling skills in no time. Her contribution in one of the data science hackathons we won was exemplary. I found her analytically very strong, quick to understand the requirements and ability to deliver to perfection.
Sanjiv Kumar Jha
Avantika worked with me as an intern to learn data science. She comes from a non-CS background but she picked up programming and data modeling skills in no time. Her contribution in one of the data science hackathons we won was exemplary. I found her analytically very strong, quick to understand the requirements and ability to deliver to perfection.
Sanjiv Kumar Jha
Avantika worked with me as an intern to learn data science. She comes from a non-CS background but she picked up programming and data modeling skills in no time. Her contribution in one of the data science hackathons we won was exemplary. I found her analytically very strong, quick to understand the requirements and ability to deliver to perfection.
Sanjiv Kumar Jha
Avantika worked with me as an intern to learn data science. She comes from a non-CS background but she picked up programming and data modeling skills in no time. Her contribution in one of the data science hackathons we won was exemplary. I found her analytically very strong, quick to understand the requirements and ability to deliver to perfection.
Credentials
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Neo4j Graph Data Science Certification
Neo4jApr, 2023- Nov, 2024 -
Databricks Certified Machine Learning Associate
DatabricksMay, 2023- Nov, 2024
Experience
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CKDelta
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Ireland
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Software Development
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1 - 100 Employee
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Data Scientist
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Feb 2022 - Present
Building sustainable and intelligent data driven products, to detect data gaps, target business use cases and enhance business visibility to thereby evolve business models’ efficiency and control, specially for business models related to the consumer utilities products. Key data science tasks undertaken: - Machine Learning [Supervised and Unsupervised] - Data Cleaning, Manipulation, Modelling - Feature Engineering - Machine Learning Product Pipeline Engineering - Recommendation Engine Pipeline Show less
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Quantela Inc.
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United States
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IT Services and IT Consulting
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100 - 200 Employee
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Data Scientist
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Apr 2019 - Jan 2022
Key Smart-City Projects Tech Stack: python, pandas, matplotlib, plotly, dash, folium, sklearn, keras, geopandas, LSTM, SQL • Kakinada – Created data processing pipeline for ingesting data collected from different API, assessed the data quality, prepared the data for analytics, created a data-lake and identified key use cases for each of datasets. • Gurugram - End-to-end implementation of Tracking and Management of Public Grievances Dashboard including data extraction, exploration, manipulation, visualization and data modelling using time-series forecasting to predict Grievances open ticket count for each department. • Bhubaneswar – End-to-end implementation of Environment Monitoring Dashboard for KPIs including AQI, Major Pollutant, Temperature, Humidity, Pressure, Wind Speed and Rain. Implemented time-series forecasting and one-hot encoding to predict feature value and notify on non-compliance. • Rourkela - Led the end-to-end Implementation of Monitoring Disbursement of Public Financial Assistance using data from Mobile Application built for Field Officers and visualizing the data in a concise Executive Dashboard. I worked closely with the customers to scope out the project, identified the key use cases and the data modeling required and worked along with the development team to complete the product. Key COVID Management Projects Tech Stack: python, pandas, sklearn, plotly, seaborn, folium, sklearn, keras, geopandas, DBSCAN Led multiple projects targeted to facilitate smooth functioning of COVID management by the city administrative bodies. My role in each of the projects involved presenting to the client the set of KPIs required to be logged in order to create a concise dashboard predesigned by the organization, assessing the logged data, re-creating use cases and dashboard widgets based on available data and client requirements and finally collaborate with the analyst team to implement the new customized dashboard. Show less
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TATA Advanced Systems Limited
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India
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Defense and Space Manufacturing
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700 & Above Employee
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Design Engineer
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Sep 2016 - Apr 2019
Designed, Simulated, Fabricated and Tested over 20 different Patch Antennas being used to create A High End, High Gain, Smart Antenna Array System to be used as a mobile Base Station Antenna during Warfare by the Army. Designed, Simulated, Fabricated and Tested over 20 different Patch Antennas being used to create A High End, High Gain, Smart Antenna Array System to be used as a mobile Base Station Antenna during Warfare by the Army.
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Entuple Technologies Pvt. Ltd.
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India
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IT Services and IT Consulting
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100 - 200 Employee
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Application Engineer
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Jul 2015 - Aug 2016
Travelled to train and provide technical direction on designing state of the art Antenna Systems using the ANSYS tool HFSS to over 40 key account locations, which included various Universities of India and a few Research and Development Units at Public Sector and Central Government Companies of India. Travelled to train and provide technical direction on designing state of the art Antenna Systems using the ANSYS tool HFSS to over 40 key account locations, which included various Universities of India and a few Research and Development Units at Public Sector and Central Government Companies of India.
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Education
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2020 - 2021
Maynooth University
MSc in Data Science & Analytics, Mathematics, Statistics and Computer Science -
2011 - 2015
Amrita School of Engineering
Bachelor of Technology - BTech, Electronics and Communication
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