Ayush Kumar work email
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Ayush Kumar personal email
As an undergraduate in computer science at TUM, my passion lies in crafting a career in AI, Big data and product development. My journey is driven by an insatiable curiosity and a commitment to self-learning, which has been central to my growth.From an early age, I've learned the value of steady, incremental progress, and this mindset has helped me develop a solid foundation in NLP, data analysis, and machine learning. Beyond academia and career pursuits, this mindset has enriched my life with accomplishments in chess, badminton, and singing, each reflecting my commitment to mastery.I firmly believe in the importance of lifelong learning to remain adaptable and forward-thinking. This mindset propels me not only as a skilled developer but as an aspiring leader in the realms of AI and big data.Central to my problem-solving approach is effective collaboration and clear communication. I thrive in team environments while maintaining the independence to deliver results autonomously. I take pride in my ability to foster positive team dynamics, resolve conflicts, and maintain composure under pressure —all critical factors for achieving project success.My technical skills include Python, TensorFlow, PyTorch, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Power BI, Transformers, Text Mining SQL, Docker, Java, Spark, MLOps, and Data Analytics. With these skills and my passion, I'm eager to contribute to and lead in the evolving fields of AI and data science.
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Data Science InternNetze Bw Gmbh May 2024 - Sep 2024Stuttgart, Baden-Württemberg, Deutschland◦ Analyzed multi-million entry datasets using Spark and statistical methods providing data insights that enhanced the overall dataset’s understanding.◦ Worked on feature engineering, balancing and sampling strategies to treat the imbalanced datasetand improved training pipeline’s model performance by 5.6%.◦ Experimented with gradient boosting decision tree algorithms such as xgboost for model training and evaluation and assisted my team in implementing the training and data pipelines on Azure ML and Databricks respectively. -
Werkstudent Im Data Und Ai Competence TeamBechtle Apr 2023 - Apr 2024Neckarsulm, Baden-Württemberg, Deutschland◦Enhanced existing IT ticket classification model performance by 16.4% using BERT-based transformers and multi-modal approach, improving system efficiency after thorough research and team collaboration. ◦Developed interactive search and QA system prototype using Retrieval Augmented Generation (RAG), large language models, and Streamlit, assessing its organizational effectiveness. ◦Conducted comprehensive data analysis using machine learning and statistical techniques, providing data-driven recommendations to enhance decision-making processes within the team. -
Student HilfskraftTechnical University Of Munich Oct 2022 - Feb 2023Heilbronn, Baden-Württemberg, Germany◦ Assisted in the Computer Architecture course by conducting tutorials, clarifying lecture content, and addressing student questions -
WerkstudentInstitut Für Marktforschung, Statistik Und Prognose Sep 2022 - Jan 2023Munich, Bavaria, Germany◦Developed and applied expertise in sentiment analysis, text mining, and predictive analysis across multiple projects, extracting valuable insights and effectively communicating findings to my supervisor.
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Student HilfskraftTechnical University Of Munich Nov 2021 - Mar 2022Heilbronn, Baden-Württemberg, Germany◦ Assisted in the Computer Architecture course by conducting tutorials, clarifying lecture content, and addressing student questions
Ayush Kumar Education Details
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Computer And Information Sciences And Support Services -
Cedar CollegeMathematics And Computer Science
Frequently Asked Questions about Ayush Kumar
What is Ayush Kumar's role at the current company?
Ayush Kumar's current role is Information Engineering @ TUM | Data Science, Machine Learning | AI Career Kickstart Program @ AppliedAI Institute for Europe.
What is Ayush Kumar's email address?
Ayush Kumar's email address is ayush.kumar@tum.de
What schools did Ayush Kumar attend?
Ayush Kumar attended Technical University Of Munich, Cedar College.
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