Who is Aman Kumar? Overview
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Aman Kumar is listed as Software Engineer at Citadel, based in Los Angeles, California, United States. AeroLeads shows a matched LinkedIn profile for Aman Kumar.
Aman Kumar previously worked as Deep Learning Engineer Intern at Flawless and Research Intern at Legendary Entertainment. Aman Kumar holds Master Of Science - Ms, Applied Data Science from University Of Southern California.
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Email format at Citadel
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Citadel
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Profile bio
About Aman Kumar
Hello there! 👋 I'm a data enthusiast, problem solver, and lifelong learner currently pursuing my M.S. in Data Science at the University of Southern California. 🎓💻My journey in the realm of data began with a fascination for numbers and patterns, which eventually led me to the world of algorithms and machine learning. I'm passionate about leveraging data to uncover insights and drive strategic decision-making. 📊🧠Having worked on several data-driven projects, I've honed my skills in Python, C++ and SQL, and have a strong foundation in statistical analysis, predictive modeling, and data visualization. I'm also experienced in using machine learning algorithms to solve complex problems and create impactful solutions. 🛠️📈I'm a firm believer in the power of collaboration and enjoy working in diverse teams. I thrive in environments where I can both share my knowledge and learn from others. I'm always eager to take on new challenges and continuously grow my skill set. 🌱🤝I'm always open to connecting with fellow data enthusiasts, potential collaborators, or anyone interested in a good data-driven discussion. Feel free to reach out! 🌐🤗
Current workplace
Aman Kumar's current company
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8 roles
Aman Kumar work experience
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Deep Learning Engineer Intern
Aug 2024 - Dec 2024
Research Intern
Jun 2024 - Aug 2024
Software Engineer Intern
-Engineered an automation system for monthly master file updates, employing algorithms that boosted processing speed by an impressive 60%.-Led an overhaul of the Live Strategy Tearsheet update mechanism and backend architecture, implementing caching and optimized queries. This initiative enhanced system stability and integrated SMA macro scores with the.
May 2023 - Jul 2023
Engineering
- Developed and deployed machine learning models in production, achieving a 12% improvement in customer behavior prediction accuracyand enhancing marketing campaign ROI by 10%.- Engineered scalable data pipelines using Python, Spark, and SQL to process over 500,000 customer interactions, improving data accessibilityand real-time insights by 20%.- Optimized.
Jan 2022 - Dec 2022
Machine Learning Engineer Intern
-Designed and optimized an RNN-based text summarization model, leveraging distributed computing techniques to enhance training speed by 15% on a large dataset.-Deployed NLP models on IBM Watson, resulting in a 20% improvement in API response times and seamless integration for efficient content recommendations.-Implemented robust model versioning using.
Aug 2021 - Oct 2021
Research Intern
- Implemented RPA using Open-Source Framework (Robot Framework) to accomplish SLR.- Performed data visualization techniques and interpreted net results, optimizing system by 30%.- Evaluated functionality and addressed any design issues.
Jul 2021 - Aug 2021
Data Analyst Intern
- Collaborated and integrated with Chatbot Data Analytics team.- Helped the procurement team to streamline processes and make them more efficient.- Optimized the interaction frequency with medium sized business base to improve user experience.
Jul 2020 - Aug 2020
2 education records
Aman Kumar education
Master Of Science - Ms, Applied Data Science
University Of Southern California
Bachelor Of Technology - Btech, Computer Science
Manipal Academy Of Higher Education - Mahe, Dubai
FAQ
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Quick answers generated from the profile data available on this page.
What company does Aman Kumar work for?
Aman Kumar works for Citadel.
What is Aman Kumar's role at Citadel?
Aman Kumar is listed as Software Engineer at Citadel.
Where is Aman Kumar based?
Aman Kumar is based in Los Angeles, California, United States while working with Citadel.
What companies has Aman Kumar worked for?
Aman Kumar has worked for Citadel, Flawless, Legendary Entertainment, Animus Technologies, and Reidis Interactive.
How can I contact Aman Kumar?
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What schools did Aman Kumar attend?
Aman Kumar holds Master Of Science - Ms, Applied Data Science from University Of Southern California.
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