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Riddhis2226/README.md

Typing SVG

📍 Raipur, Chhattisgarh, India · B.Tech CSE (Data Science) · Amity University · CGPA 7.45 · 2026 Graduate


LinkedIn GitHub Email Resume

Executive Metrics

Capability Matrix

Domain Maturity Focus
Retail Analytics ██████████ RFM · CLV · Cohort · Basket
Financial & Risk ██████████ VaR · Monte Carlo · Sharpe
Healthcare Analytics ████████░░ Readmission · Utilization
Supply Chain ████████░░ Demand · Route Optimization
Cloud Analytics ███████░░░ AWS S3 · Athena · QuickSight
Big Data Engineering ███████░░░ PySpark · Distributed Processing

Project Gallery

Consumer360 AlphaPulse

EduVista ZomatoLens

Featured Projects

🛍️ Consumer360 — Retail Customer Intelligence

Consumer360 Dashboard

Problem Fragmented transactions → untargeted marketing
Analytics RFM Segmentation · Cohort · Market Basket · CLV
Stack Python · SQL · Power BI
Status Completed
Repo Consumer-360

💰 AlphaPulse — Portfolio Risk Platform

AlphaPulse Dashboard

Problem Missing institutional-grade risk visibility
Analytics 10k+ Monte Carlo · VaR · Expected Shortfall
Stack Python · MongoDB · Streamlit · Plotly
Status Completed
Repo AlphaPulse

🎓 EduVista — AI + IoT Attendance

EduVista Dashboard

Problem Manual, error-prone attendance processes
Analytics Face Recognition + RFID · Anomaly Detection
Stack Python · Luxand API · RFID · IoT
Status Completed · Live
Repo EduVista

🍽️ ZomatoLens — Restaurant Intelligence

ZomatoLens Dashboard

Problem Fragmented restaurant trend data across India
Analytics NLP Sentiment · Geospatial Intelligence
Stack Python · Streamlit · Plotly · NLP
Status Completed
Repo ZomatoLens

💹 Portfolio Optimization · Quant Finance
Problem Manual risk-return allocation inefficiency
Analytics Efficient Frontier · Monte Carlo · Sharpe
Stack Python · SQLite · Power BI
Status Completed
Repo Portfolio Optimization

⛽ Fuel Economy Modeling · Predictive Analytics
Problem Unclear drivers of vehicle fuel efficiency
Analytics EDA · Clustering · Classification · Regression
Stack Python · Scikit-Learn
Status Completed
Repo Fuel Economy

Enterprise Builds

🏥 MediFlow Cloud — Healthcare Analytics

MediFlow Architecture

Problem High latency & limited visibility into readmission risk and bed utilization
Architecture AWS S3 Data Lake → Athena → QuickSight / Power BI
Stack AWS S3 · Athena · PySpark · SQL · Power BI · QuickSight
Status In Progress
Value Query latency 45 min → <90 sec on ~2 TB simulated data

🚚 LogiScale BigData — Supply Chain Platform

LogiScale Architecture

Problem Need for scalable demand forecasting and route intelligence
Architecture PySpark → Spark SQL / Parquet → Streamlit + Plotly
Stack PySpark · Spark SQL · Parquet · Streamlit · Gemini API
Status In Progress
Value First-run load ~38 s → ~3.6 s

Analytics Architecture

flowchart LR
    A[Raw Sources] --> B[Ingestion]
    B --> C[Processing]
    C --> D[Modeling]
    D --> E[BI Layer]
    E --> F[Decisions]

    style A fill:#0F2027,color:#fff,stroke:#2C5364
    style B fill:#203A43,color:#fff,stroke:#2C5364
    style C fill:#2C5364,color:#fff,stroke:#2C5364
    style D fill:#34718A,color:#fff,stroke:#2C5364
    style E fill:#3E8FA9,color:#fff,stroke:#2C5364
    style F fill:#4BA3C3,color:#fff,stroke:#2C5364
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Career Journey

timeline
    title Riddhima Singh | Academic & Professional Journey
    2019-20 : Class 10 – Carmel Public School (ICSE)
    2021-22 : Class 12 PCM – Aditya Birla Public School (CBSE)
    2022-26 : B.Tech CSE (Data Science) – Amity University Chhattisgarh
    2024 : Summer IT Intern – UltraTech Cement (Baikunth)
    2025 : Data Analysis Intern – Cognifyz Technologies
    2025 : Summer Trainee – BSNL Western Telecom Region
    2026 : Data Analytics Associate (L1) – Infotact Solutions
    2026 : Graduation – CGPA 7.45 / First Division
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Technology Stack

Category Technologies
Programming Python · SQL · JavaScript
Analytics Pandas · NumPy · SciPy · Scikit-Learn
Visualization Power BI · Tableau · Plotly · Streamlit
Databases MySQL · SQLite · MongoDB
Cloud AWS S3 · AWS Athena · QuickSight
Big Data PySpark · Spark SQL · Parquet
AI & Automation OpenAI · Gemini · Claude · Hugging Face · n8n · Zapier

📡 GitHub Analytics









Turning Data into Decisions. Turning Decisions into Impact.


Analytics • Visualization • Automation • Intelligence

Pinned Loading

  1. Edu-Vista-Attendance Edu-Vista-Attendance Public

    EduVista is an AI-powered & IoT-integrated smart attendance system using face recognition & RFID for educational institutions.

    TypeScript 1

  2. ZomatoLens-A-Data-Driven-Exploration-of-Restaurant-Trends-in-India ZomatoLens-A-Data-Driven-Exploration-of-Restaurant-Trends-in-India Public

    An interactive, insight-rich analytics project built during my internship at Cognifyz Technologies using Python, Pandas, and Plotly.

    HTML

  3. Consumer-360 Consumer-360 Public

    Consumer360 is a production-grade retail analytics system designed to transform raw transactional data into actionable customer intelligence.

    Jupyter Notebook

  4. AlphaPulse-Portfolio-Risk-Monitor AlphaPulse-Portfolio-Risk-Monitor Public

    End-to-end financial analytics system using Python, SQL, and Power BI to analyze portfolio performance, simulate risk using Monte Carlo methods, and calculate Value at Risk (VaR).

    Jupyter Notebook 1

  5. EcoDriveML EcoDriveML Public

    This is a full Capstone Project in Python for Data Science involving EDA, Visualization, Clustering, Classification, and Regression based on EPA fuel economy data (2008–2018).

    1