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shobhitpachauri/README.md

👋 Hi, I’m Shobhit Pachauri

🚀 About Me

I’m a Data Scientist and Product Analyst in the making, currently completing my Master’s in Business Analytics & Artificial Intelligence at The University of Texas at Dallas. With a foundation in data science, machine learning, and product analytics, I thrive on turning data into real-world impact.

My journey spans AI research, full-stack development, and applied analytics, driven by a curiosity to build scalable, intelligent systems that solve real business problems.


🔧 Projects & Experience

🛰️ Astrophysics Research – NASA, Harvard, MIT

  • Contributed to COLT and THESAN projects, developing scalable Monte Carlo Radiative Transfer (MCRT) models in Python and C++.
  • Simulated early-universe phenomena like galaxy formation and cosmic reionization, sharpening my high-performance computing and simulation skills.

💬 UT Dallas Chatbot – LangChain + FAISS

  • Designed and deployed a campus chatbot using LangChain, FAISS vector databases, and LLMs, enabling intelligent semantic search on custom PDFs.
  • Built for student-facing use cases like admissions and FAQs, demonstrating practical applications of RAG pipelines and prompt engineering.

📊 Credit Default Risk Modeling – American Express Dataset

  • Applied XGBoost, Neural Networks, and OLS Regression to predict credit default risks.
  • Focused on model interpretability, feature engineering, and comparative model performance across techniques.

🧠 Sentiment Analysis on Tweets (RoBERTa, BERT, LLaMA)

  • Built NLP models to detect sentiment, emotion, and mental health signals from social media data.
  • Fine-tuned transformer models for low-resource environments and improved pipeline efficiency.

🛠️ HackUTD: DataEclipseAI

  • Created a full-stack ML platform for end-to-end data lifecycle management using Flask, Streamlit, and automated preprocessing modules.
  • Tackled challenges like model integration, data cleaning automation, and dashboarding.

💼 Target Roles

Actively seeking roles in:

  • Product Analytics
  • Business/Data Analytics
  • Machine Learning & AI Applications

🧠 Core Skills

  • Languages: Python, SQL, C++, JavaScript
  • Frameworks & Tools: PyTorch, Scikit-learn, Hugging Face, TensorFlow, LangChain, FAISS
  • Data & ML: Data Cleaning, Feature Engineering, Regression, Classification, Clustering, XGBoost, NLP
  • Product & BI: SQL, Tableau, Power BI, A/B Testing, Product Metrics
  • Full Stack: Flask, Streamlit, React (Basics), REST APIs
  • Cloud & Dev Tools: Azure ML, Git, VS Code, Jupyter

🎸 Fun Facts

  • Passionate black metal guitarist and composer 🎸
  • Amateur boxer with a love for discipline, intensity, and personal growth 🥊

🌱 Current Focus

  • Building intelligent, AI-powered products using NLP and generative models
  • Deep-diving into Product Analytics, A/B Testing, and user behavior modeling
  • Exploring LLMs, RAG pipelines, and domain-specific chatbots

📫 Connect with Me

📧 Email: [email protected]
🔗 LinkedIn: linkedin.com/in/shobhitpachauri
💻 GitHub: github.com/shobhitpachauri

✨ Let’s connect, collaborate, and build something impactful!


Popular repositories Loading

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  4. AML-Default-Prediction AML-Default-Prediction Public

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  5. NLP-Emotions-Classification NLP-Emotions-Classification Public

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  6. shobhitpachauri shobhitpachauri Public

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