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manas-shukla-101/README.md

Typing SVG


Portfolio LinkedIn Email GitHub

🧠 About Me

class ManasShukla:
    def __init__(self):
        self.name         = "Manas Shukla"
        self.role         = "AI Builder & Data Science Student"
        self.year         = "3rd Year B.Sc. Data Science"
        self.college      = "Thakur Shayamnarayan Degree College, Mumbai"
        self.focus        = ["AI Automation", "Machine Learning", "Business Intelligence"]
        self.currently    = "Building AI agents that actually do things 🤖"
        self.looking_for  = "Internships & Collaborations"

    def say_hi(self):
        print("Thanks for stopping by! Let's build something amazing together 🚀")

me = ManasShukla()
me.say_hi()

🚀 Featured Projects

🤖 HireSight AI

AI-powered resume analyzer with NLP & semantic similarity

  • 🔍 Resume ↔ JD matching engine
  • 🎯 Skill gap detection & recommendations
  • 📄 Auto PDF report generation
  • 👥 Role-based access (Recruiter / Candidate)

Stack: Flask spaCy Sentence Transformers SQLite

🤖 AI Data Analyst Agent

Upload any dataset → Get full AI analysis instantly

  • ⚡ Automated EDA pipeline
  • 🤖 Gemini AI-powered insights
  • 📊 Auto visualizations & PDF reports
  • 🔄 n8n workflow automation

Stack: FastAPI Gemini AI n8n Pandas Matplotlib

🤖 SmartInbox AI

Autonomous Gmail agent with human-in-the-loop

  • 📧 AI classifies & routes emails
  • 💬 GPT-4o smart reply generation
  • ✅ Human approval before deletion
  • 🔒 OAuth 2.0 secure auth

Stack: GPT-4o LangFlow n8n Gmail API

📊 Customer Churn Prediction

XGBoost system with interactive Streamlit dashboard

  • 🎯 High/Medium/Low risk segmentation
  • 📈 Real-time Streamlit dashboard
  • 🛡️ AI-powered retention strategies
  • 🔬 Feature importance analysis

Stack: XGBoost Streamlit Scikit-Learn Pandas

📊 E-Commerce BI Dashboard

3-page Power BI dashboard on Brazilian e-commerce data

  • ⭐ Star schema data modeling
  • 📅 MoM & YoY DAX time intelligence
  • 💡 Key insight: 96.8% one-time buyers
  • 🗺️ Executive, Customer & Product views

Stack: Power BI PostgreSQL DAX

🧠 CLV Prediction Model

Customer Lifetime Value prediction with RFM analysis

  • 📦 RFM feature engineering
  • 🌲 Random Forest algorithm
  • 📊 Business-ready interpretability
  • 🔧 Full preprocessing pipeline

Stack: Python Random Forest Scikit-Learn Pandas

🛠️ Tech Stack

AI & Automation

My Skills

n8n LangFlow Gemini AI spaCy

Languages & Frontend

My Skills

Data Science & ML

scikit-learn XGBoost Pandas NumPy Streamlit Matplotlib

BI & Visualization

Power BI Tableau

Databases & Tools

My Skills

📊 GitHub Stats

🏆 GitHub Trophies

💬 Quote I Live By

"Building AI solutions that automate the boring, surface the insights, and deliver real value."


Profile Views

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  1. powerbi-ecommerce-sales-dashboard powerbi-ecommerce-sales-dashboard Public

    E-commerce Sales Analytics Dashboard built with Power BI — featuring data modeling, DAX time intelligence, KPI design, and business insight storytelling.

    1

  2. SmartInbox-AI SmartInbox-AI Public

    🤖 AI-powered email automation that classifies, routes, and manages Gmail messages using OpenAI GPT-4o. Features human-in-the-loop approval for secure email deletion and smart reply generation. Buil…

    1

  3. AI-Data-Analyst-Agent AI-Data-Analyst-Agent Public

    🤖AI Data Analyst Agent is an AI-powered automated data analysis platform designed to make exploratory data analysis (EDA) faster, smarter, and more interactive.📈

    Python 1

  4. HireSight-AI HireSight-AI Public

    HireSight AI is a smart resume analyzer that uses AI and NLP to match resumes with job descriptions, detect skill gaps, and provide actionable recommendations. It helps recruiters shortlist top tal…

    Python 1

  5. Customer-Churn-Prediction-System Customer-Churn-Prediction-System Public

    Predict customer churn with XGBoost ML model. Analyze churn drivers, segment customers by risk, and get AI-powered retention strategies. Interactive Streamlit dashboard included.

    Python 1

  6. KNN_Weather_Classification KNN_Weather_Classification Public

    Streamlit app using KNN to classify weather as Sunny or Rainy based on temperature and humidity. Features interactive sliders to adjust K-values, real-time Matplotlib visualizations, and confidence…

    Jupyter Notebook 1