Ayush Kumar

Ayush Kumar Email and Phone Number

Information Engineering @ TUM | Data Science, Machine Learning | AI Career Kickstart Program @ AppliedAI Institute for Europe
Ayush Kumar's Location
Heilbronn, Baden-Württemberg, Germany, Germany
Ayush Kumar's Contact Details

Ayush Kumar work email

Ayush Kumar personal email

n/a
About Ayush Kumar

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.

Ayush Kumar's Current Company Details

Information Engineering @ TUM | Data Science, Machine Learning | AI Career Kickstart Program @ AppliedAI Institute for Europe
Ayush Kumar Work Experience Details
  • Netze Bw Gmbh
    Data Science Intern
    Netze Bw Gmbh May 2024 - Sep 2024
    Stuttgart, 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.
  • Bechtle
    Werkstudent Im Data Und Ai Competence Team
    Bechtle Apr 2023 - Apr 2024
    Neckarsulm, 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.
  • Technical University Of Munich
    Student Hilfskraft
    Technical University Of Munich Oct 2022 - Feb 2023
    Heilbronn, Baden-Württemberg, Germany
    ◦ Assisted in the Computer Architecture course by conducting tutorials, clarifying lecture content, and addressing student questions
  • Institut Für Marktforschung, Statistik Und Prognose
    Werkstudent
    Institut Für Marktforschung, Statistik Und Prognose Sep 2022 - Jan 2023
    Munich, 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.
  • Technical University Of Munich
    Student Hilfskraft
    Technical University Of Munich Nov 2021 - Mar 2022
    Heilbronn, Baden-Württemberg, Germany
    ◦ Assisted in the Computer Architecture course by conducting tutorials, clarifying lecture content, and addressing student questions

Ayush Kumar Education Details

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.

Not the Ayush Kumar you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.