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! 🌐🤗
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Software EngineerCitadelNew York, Ny, Us -
Deep Learning Engineer InternFlawless Aug 2024 - Dec 2024London , Gb -
Research InternLegendary Entertainment Jun 2024 - Aug 2024Burbank, Ca, Us -
Software Engineer InternAnimus Technologies May 2023 - Jul 2023Los Angeles, California, Us-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 analytics team, resulting in streamlined operations. -
EngineeringReidis Interactive Jan 2022 - Dec 2022- 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 recommendation engine algorithms, reducing model inference time by 30%, increasing personalized content delivery efficiency. -
Machine Learning Engineer InternIbm Aug 2021 - Oct 2021Armonk, New York, Ny, Us-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 tools like MLflow, ensuring reproducibility and facilitating streamlined updates. -
Research InternUniversity Of Sharjah Jul 2021 - Aug 2021Sharjah, Sharjah, Ae- 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. -
Data Analyst InternShubhitech Private Limited Jul 2020 - Aug 2020Gurugram, Haryana, In- 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.
Aman Kumar Education Details
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University Of Southern CaliforniaApplied Data Science -
Manipal Academy Of Higher Education - Mahe, DubaiComputer Science
Frequently Asked Questions about Aman Kumar
What company does Aman Kumar work for?
Aman Kumar works for Citadel
What is Aman Kumar's role at the current company?
Aman Kumar's current role is Software Engineer.
What schools did Aman Kumar attend?
Aman Kumar attended University Of Southern California, Manipal Academy Of Higher Education - Mahe, Dubai.
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