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shobhitpachauri/README.md

πŸ‘‹ Hi, I’m Shobhit Pachauri

πŸš€ About Me

I am a Data Scientist, Researcher, and Developer, pursuing my Master of Science in Business Analytics and Artificial Intelligence at The University of Texas at Dallas. My passion lies in solving complex problems using technology, especially in the realms of AI, machine learning, and data science.


🌌 Research and Projects

Astrophysics Research

  • Contributed to high-impact projects like COLT (Cosmic Lyman-alpha Transfer) and THESAN, focusing on galaxy structure simulations and radiative transfer.
  • Collaborated with NASA, MIT, and Harvard to develop scalable Monte Carlo Radiative Transfer (MCRT) models using Python and C++, exploring phenomena like galaxy formation and the epoch of reionization.
  • This work enhanced my expertise in high-performance computing, data pipelines, and scientific simulations, deepening my curiosity about AI-driven cosmic exploration.

NLP and AI Text Generation

  • Leveraged models like RoBERTa, LLaMA, and QWEN for tasks such as emotion detection, text summarization, and sentiment analysis.
  • Worked on fine-tuned transformer architectures, optimizing model performance for resource-constrained environments.
  • Built pipelines for customized low-resource NLP solutions with a focus on usability and accuracy.

HackUTD - DataEclipseAI

  • Developed DataEclipseAI, a full-stack app for managing data lifecycles.
  • Used Flask (backend) and Streamlit (frontend) with advanced ML models for predictive analytics and automated preprocessing.
  • Over 36 hours, tackled real-world challenges like scalable data flows and model refinement, reinforcing my passion for end-to-end software solutions.

🧠 Skills

  • Machine Learning & NLP: Expertise in neural networks, predictive models, and frameworks like PyTorch and TensorFlow.
  • Programming Languages: Proficient in Python, C++, and JavaScript.
  • Web Development: Skilled in building responsive UIs and scalable backends using tools like React and Flask.
  • Data Science: Adept at data preprocessing, visualization, and extracting actionable insights from large datasets.

🎸 Fun Facts

  • A guitarist who blends creativity with music.
  • An avid boxer, embracing discipline and resilience.

🌱 Current Focus

Exploring NLP, deep learning, and scalable AI solutions to create impactful real-world applications.


πŸ“« Connect with Me

✨ Let’s innovate together!

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