Nikhita Kumili
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Nikhita Kumili Email & Phone Number

Data Engineer | Senior Data Analyst | Georgia State University Master's student in Data Science and Analytics. at Softcrylic
Location: Atlanta, Georgia, United States 6 work roles 1 school
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Role
Data Engineer | Senior Data Analyst | Georgia State University Master's student in Data Science and Analytics.
Location
Atlanta, Georgia, United States
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Who is Nikhita Kumili? Overview

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Nikhita Kumili is listed as Data Engineer | Senior Data Analyst | Georgia State University Master's student in Data Science and Analytics. at Softcrylic, a with 270 employees, based in Atlanta, Georgia, United States. AeroLeads shows a matched LinkedIn profile for Nikhita Kumili.

Nikhita Kumili previously worked as Data Engineer at Softcrylic and Graduate Research Assistant at Georgia State University. Nikhita Kumili holds Bachelor Of Technology, Ece from Chaitanya Bharathi Institute Of Technology.

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Email format at Softcrylic

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Softcrylic

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Profile bio

About Nikhita Kumili

I am a research assistant at Georgia State University, pursuing my MS in Data Science and working on projects that aim to improve human-computer interaction and natural language processing. My current research focuses on developing a chatbot system that can answer questions and provide recommendations for students and faculty, using advanced ML techniques and tools such as TensorFlow, PyTorch, and Dialogflow. I have also published multiple papers in peer-reviewed journals and conferences on topics such as sentiment analysis, text summarization, and dialogue generation.Prior to joining GSU, I worked as a data engineer at LTI, where I gained valuable experience in software development, client-server technologies, and agile scrum methodology. I was involved in designing, coding, debugging, troubleshooting, and maintaining ETL pipelines, data warehouses, and data lakes, using technologies such as Kafka, Airflow, Spark, and Hadoop. I also communicated and collaborated with clients and stakeholders, analyzing their requirements and providing solutions that met their needs and expectations. I am passionate about data science and machine learning, and I am seeking a summer 2023 internship or full-time opportunity that will allow me to apply my skills and knowledge to real-world problems and challenges.

Listed skills include Python, Apache Spark, Data Analytics, Data Engineering, and 2 others.

Current workplace

Nikhita Kumili's current company

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Softcrylic
Softcrylic
Data Engineer | Senior Data Analyst | Georgia State University Master's student in Data Science and Analytics.
minneapolis, minnesota, united states
Website
Employees
270
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6 roles

Nikhita Kumili work experience

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Data Engineer

Current
Oct 2024 - Present

Graduate Research Assistant

Atlanta, Georgia, United States

• Designing attention-grabbing promotional materials such as posters, postcards, and flyers using Canva.• Actively networking with LinkedIn connections to explore potential research collaborations and prospects.• Took the lead in enhancing and optimizing the CABI's official website's visibility through effective search engine optimization strategies, resulting in an 87% increase in visibility.

Oct 2022 - Nov 2024

Data Analyst

Atlanta, Georgia, United States

Use Python and SQL to clean and process log data, integrating it into Hive data warehouses.Streamline scalable data streaming with Apache Kafka for various data types.Conduct data cleaning and preprocessing to support accurate credit risk modeling.Build dashboards to monitor transactional trends and support decision-making in credit risk assessment.Apply machine learning models for analysis, including logistic regression and clustering to predict payment behavior.Create detailed Tableau reports on customer delinquency and loan management.

Dec 2022 - Oct 2024

Data Engineer

Pune, Maharashtra, India

• Managed over 100 ETL applications across Africa, utilizing a wide range of technological platforms including Hadoop, Teradata utilities, Informatica Power Center, Linux/Unix, Mainframe, TWS, CA Wade, and Airflow.• Analyzed core data to meet banking growth requirements and scheduled/automated Hadoop/Spark SQL jobs for daily extraction to fulfill business needs.• Crafted Linux and shell scripts to automate SQL executions tailored to specific business requirements, facilitating business analysts in driving client growth and product development.• Spearheaded the migration of over 40 Informatica ETL applications to a custom virtual machine (VM) as part of the AWS VM build team.• Led the DataRail Program, transitioning a legacy Teradata warehouse into a Hadoop-based platform across 12 African countries, utilizing technologies such as Hadoop, Hive, Spark, Teradata utilities, Linux/Unix, and CA Wade.• Orchestrated the migration of existing Teradata application code to Hadoop, ensuring continuity and efficiency throughout the transition process.

Jul 2020 - Jul 2022

Data Science Researcher

Hyderabad, Telangana, India

Transitioned from a monolithic architecture to microservices and established a Jenkins pipeline to efficiently version, test, and deploy application code at scale, ensuring consistent performance and reliability.Developed and executed Presto and SQL queries to analyze large datasets, and designed interactive Tableau dashboards for tracking key performance indicators (KPIs) used in the Performance-Based Incentive payment model.Automated region failover processes with Bash and Python scripting, enhancing application availability and resilience.

Aug 2019 - Aug 2020

Marketing Intern

Laugh Out Loud Ventures

Mumbai, Maharashtra, India

• Executed digital marketing strategies to enhance brand visibility and engagement on various social media platforms, with a primary focus on Instagram.• Developed and implemented Instagram marketing campaigns to promote products/services, resulting in a 52% increase in follower growth and engagement metrics.

May 2019 - Jul 2019
Team & coworkers

Colleagues at Softcrylic

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1 education record

Nikhita Kumili education

FAQ

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What company does Nikhita Kumili work for?

Nikhita Kumili works for Softcrylic.

What is Nikhita Kumili's role at Softcrylic?

Nikhita Kumili is listed as Data Engineer | Senior Data Analyst | Georgia State University Master's student in Data Science and Analytics. at Softcrylic.

Where is Nikhita Kumili based?

Nikhita Kumili is based in Atlanta, Georgia, United States while working with Softcrylic.

What companies has Nikhita Kumili worked for?

Nikhita Kumili has worked for Softcrylic, Georgia State University, U.S. Bank, Ltimindtree, and I Zura.

Who are Nikhita Kumili's colleagues at Softcrylic?

Nikhita Kumili's colleagues at Softcrylic include Samrutha S, Jason Hamilton, Mohamed Ishak Noor M, Navaneetha Baskaran, and Sunil Joseph.

How can I contact Nikhita Kumili?

You can use AeroLeads to view verified contact signals for Nikhita Kumili at Softcrylic, including work email, phone, and LinkedIn data when available.

What schools did Nikhita Kumili attend?

Nikhita Kumili holds Bachelor Of Technology, Ece from Chaitanya Bharathi Institute Of Technology.

What skills is Nikhita Kumili known for?

Nikhita Kumili is listed with skills including Python, Apache Spark, Data Analytics, Data Engineering, Hadoop, and Ca Workload Automation Ae.

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