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about
About Me 😊
about

Background 🎓

I hold a Master's degree in Computer Science with a specialization in Machine Learning from Columbia University. I have extensive experience in building ML models with ML modeling frameworks (PyTorch, TensorFlow) and cloud data processing technologies and frameworks such as Apache Spark, SQL, etc., as a data analyst before my graduate study 📚

Professional Experience 💼

  • Machine Learning Intern at Robovision
    • Experimented with camera technologies, machine learning algorithms, and computer vision techniques to optimize sensor settings and improve performance.
    • Integrated AI algorithms in the software pipeline and shipped through CI/CD pipelines.
  • Machine Learning Research at University of Nottingham
    • Conducted comprehensive literature reviews on natural language understanding of social media.
    • Wrote and debugged code for implementing machine learning algorithms with PyTorch and scikit-learn.
    • Drafted and edited research papers for publication in academic journals and conferences.
  • Data Analyst at China National Petroleum Corporation
    • Spearheaded data analysis projects, leading a team of 5 Market Analysts, to analyze sales volumes across merchants, driving data-informed decisions on product retention strategies for a national convenience store chain.
    • Automated key data collection and processing workflows using Python, PyTorch, scikit-learn, and SQL, increasing operational efficiency and data accuracy.
    • Increased cross-selling/upselling opportunities by 25% through the implementation of a product recommendation project.

Skills 🛠️

  • Python
  • PyTorch
  • Scikit-learn
  • Apache Airflow
  • Docker & Kubernetes
  • LLM
  • Cloud Services & Big Data Technologies

Interests 🎨

In my free time, I enjoy doing yoga 🧘‍♀️ and exploring new technologies and working on personal projects related to ML. I am also passionate about using technology to make a positive impact on society. 🌍

Contact me 📧

Have a burning question about my blog? 🔥 Or maybe you just want to chat about machine learning 🤖, life 🌍, the universe 🌌, and everything in between? Feel free to reach out!

You can drop me a line at <a href="mailto:tingaldama278@gmail.com">tingaldama278@gmail.com</a> 📧, and I'll get back to you as soon as possible. Your thoughts, ideas, and feedback are always welcome!

📍 Location: San Jose, CA 95134

Let's connect and delve into the fascinating world of machine learning and beyond! 🚀