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shashwat051102/README.md

πŸ’« About Me

πŸ‘¨β€πŸ’» I'm Shashwat Singh, an AI Engineer passionate about building intelligent systems that bridge deep learning, NLP, and vector-based retrieval. I specialize in end-to-end AI solutions β€” from data preprocessing and modeling to deployment, automation, and MLOps.


πŸ”§ Technical Expertise

  • AI & Machine Learning: CNN, RNN, LSTM, GRU, Bidirectional RNN, RAG, Fine-Tuning, Prompt Engineering
  • Frameworks: LangChain, CrewAI, Hugging Face, Ollama, TensorFlow, Keras
  • LLMs & APIs: OpenAI, Groq, Llama3, Claude, Stable Diffusion, AWS AI, Azure AI
  • Vector Databases: AstraDB, Pinecone, ChromaDB, FAISS
  • Programming & Data: Python, SQL (MySQL, PostgreSQL), Pandas, NumPy, Matplotlib
  • MLOps & Deployment: MLflow, DVC, FastAPI, Docker, GitHub Actions
  • Others: MCP (Model Context Protocol), Streamlit, Flask, HTML/CSS/JS, Jinja, MongoDB

πŸš€ Featured Projects

πŸ”¬ End-to-End ML & DL Pipelines

Reproducible pipelines with MLOps support, model tracking, and real-world ML workflows.

  • Stock_Sage_ML_pipeline
    Time-series stock forecasting using LSTM, integrated with MLflow and DVC for complete MLOps.

  • Machine_learning_pipeline
    Modular ML pipeline with support for model training, hyperparameter tuning, and evaluation.

  • DL_MLFLOW
    Deep Learning experimentation lifecycle using MLflow, tested on custom datasets.


🧠 Generative AI, LLMs & Assistants

Multi-agent systems, conversational apps, automation, and AI-driven tools.

  • AgriGPT-own-model-
    A multimodal AI assistant for agriculture. Combines image classification with LLMs for disease detection and treatment suggestions.

  • AICSA
    AI Career & Study Assistant using CrewAI and Streamlit β€” generates flashcards, summaries, and quizzes from documents and URLs.

  • Email_MCP
    Intelligent email automation system powered by MCP and AI-based logic β€” ideal for scalable communications.

  • Choice-Games
    Interactive AI-powered storytelling engine where users shape narratives through decisions.


πŸ’Ό Industry Experience

πŸ”Ή Data Analyst Intern – Nest India (Jan 2025 – Mar 2025)

  • Led sentiment analysis on fintech reviews, increasing insight accuracy by 35%
  • Automated preprocessing workflows, cutting down analysis time by 40%
  • Created SQL-driven dashboards and insights for risk operations and strategy teams

🌐 Portfolio & Contact


πŸš€ Technical Skills

🧠 AI & Machine Learning

🧩 Frameworks

πŸ’¬ LLMs & APIs

🧠 Vector Databases

πŸ’» Programming & Tools

βš™οΈ MLOps

🌐 Protocols


πŸ“Š GitHub Stats


πŸ† GitHub Trophies


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  1. AICSA AICSA Public

    A Study assistant which helps you in doing assignment and exams

    Python 2

  2. PDF_Reader-With-Chat-history PDF_Reader-With-Chat-history Public

    Python 1

  3. AgriGPT-own-model- AgriGPT-own-model- Public

    Python 1

  4. Email_MCP Email_MCP Public

    First MCP server which sends and reads emails from your inbox

    Python 1

  5. Stock_Sage_ML_pipeline Stock_Sage_ML_pipeline Public

    Its a first part that is ml part of my project

    Python 1

  6. Weather_prediction Weather_prediction Public

    Python