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Sheshpalsingh01/README.md

πŸ‘‹ Hi, I'm Sheshpal Singh

Machine Learning Data Science β€’ GenAI Developer β€’ MLOps Practitioner β€’ Quant Trader (Learner)


πŸš€ About Me

I build practical AI systems β€” from classical ML models to deep learning architectures, LLM-based solutions, quant trading research, and deployed MLOps pipelines.

I don't just β€œlearn AI”, I ship AI projects consistently.


πŸ’‘ Current Focus Areas

  • 🧠 LLM Apps, GenAI Pipelines, RAG
  • βš™οΈ MLOps: FastAPI, CI/CD, Model Serving
  • πŸ“ˆ Quantitative Analysis & ML Trading Models
  • πŸ“Š Advanced ML & Deep Learning Projects
  • πŸ” AI Automation & Agency Solutions

πŸ›  Tech Stack

Machine Learning

  • Scikit-Learn β€’ XGBoost β€’ Feature Engineering
  • Regression, Classification, Clustering

Deep Learning

  • TensorFlow β€’ PyTorch
  • CNN β€’ RNN β€’ LSTM β€’ BiLSTM

GenAI

  • OpenAI API β€’ LangChain β€’ Embeddings β€’ Vector Search
  • Prompt Engineering β€’ RAG Pipelines

MLOps

  • FastAPI β€’ Flask
  • Render β€’ HuggingFace Spaces
  • Git β€’ Linux

Quant Tools

  • Pandas β€’ NumPy
  • TA-Lib β€’ Statsmodels
  • Market Indicators β€’ Backtesting Basics

πŸ“Œ Featured Projects

πŸ”Ή Customer Churn Prediction

End-to-end ML pipeline using RF/XGBoost.

πŸ”Ή Internship Matching ML System

TF-IDF + similarity scoring for role matching.

πŸ”Ή Traffic Monitoring ML Project

Prediction/classification of traffic conditions.

πŸ”Ή Predict Student Marks (Regression)

Clean regression workflow with low error.

πŸ”Ή General ML Classification Project

Multiple ML models compared and optimized.

πŸ”Ή EDA Project

Data cleaning, correlations, insights.


πŸ“Š GitHub Stats (Auto-Updates)


🌍 Connect With Me


Always learning. Always shipping. Always improving.

Pinned Loading

  1. House_Price_Prediction House_Price_Prediction Public

    Discover a high-quality, analytics-ready dataset engineered for precision, performance, and real-world insight. The Housing Price Prediction Dataset provides a comprehensive foundation for building…

    Jupyter Notebook

  2. Customer_Churn_Prediction Customer_Churn_Prediction Public

    IN this Project we take data from Bank and Predict the client Exited Bank or Not

    Jupyter Notebook

  3. Financial-Document-Chatbot Financial-Document-Chatbot Public

    Hybrid RAG-based Financial AI Assistant built with LangChain & Streamlit. Preserves financial metrics, growth rates, and structured data using semantic + table-aware retrieval.

    Jupyter Notebook 5

  4. Traffic_Monitoring_ML_Model Traffic_Monitoring_ML_Model Public

    Jupyter Notebook

  5. EDA_Data_Analysis_Project EDA_Data_Analysis_Project Public

    Jupyter Notebook

  6. DeepLearningRNN DeepLearningRNN Public

    Jupyter Notebook