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umang-dadhich/README.md

Hi πŸ‘‹, I'm Umang Dadhich

A Data Analyst & ML Enthusiast leveraging AI to solve real-world problems
πŸ“ Jaipur, Rajasthan Β |Β  πŸ“§ [email protected] Β |Β  πŸ”— LinkedIn


🧠 About Me

πŸŽ“ Final-year B.Tech student in Electronics and Communication Engineering at Birla Institute of Technology, Mesra.
πŸ’Ό 1+ year of experience in data analytics, machine learning, and business intelligence with expertise in:

  • Fraud detection and financial modeling
  • Predictive analytics, NLP, and automation
  • Dashboarding and decision intelligence using Power BI

πŸš€ Passionate about transforming raw data into strategic insights.


πŸ› οΈ Skills

πŸ‘¨β€πŸ’» Languages

Python SQL

πŸ“¦ Tools & Libraries

Pandas NumPy Matplotlib Scikit-Learn

πŸ“Š Data Analysis

  • Exploratory Data Analysis (EDA)
  • Statistical Analysis
  • Time Series Forecasting
  • Microsoft Excel

πŸ“ˆ Data Visualization & BI

Power BI


πŸ“Š GitHub Stats (Updated 2025, Self-Hosted on Vercel)

GitHub Stats Top Languages

GitHub Activity Graph

GitHub Profile Summary


πŸ”₯ GitHub Streak

GitHub Streak


πŸ† GitHub Trophies

Trophies


πŸš€ Recent Contributions (2025)

πŸ“Œ View more activity on my GitHub contributions graph


πŸš€ Featured Projects

πŸ” FraudGuard

  • 92% AUC with XGBoost/LogReg for fraud detection
  • Feature engineering and modeling on financial data

πŸ›’ Sales Analytics Dashboard

  • Cleaned and visualized store data using Python & Power BI
  • Applied customer segmentation and time series insights

πŸ“ˆ ML-Based Algorithmic Trading

  • Used clustering and sentiment + GARCH to predict price movement
  • Achieved 18% higher prediction accuracy

🧬 Bioinformatics using ML

  • Disease classification model with 85% accuracy
  • Pattern analysis via gene expression datasets

πŸ… Achievements

  • πŸ₯‡ NFAT 2024 – Merit Rank 72
  • 🎯 Senior Coordinator – Cavorts Sports Fest
  • πŸ… Gold Medal – Kho-Kho & Kabaddi (Cavorts 2022)
  • πŸŽ–οΈ Rajya Puruskar, IOCL Certificate of Excellence

🌐 Let's Connect


β€œTurning raw data into smart decisions – one line of code at a time.”

Pinned Loading

  1. Bioinformatics-Using-ML-Data-Analysis Bioinformatics-Using-ML-Data-Analysis Public

    Jupyter Notebook

  2. DT-Ecommerce-Growth-Hacker-Assignment DT-Ecommerce-Growth-Hacker-Assignment Public

    This exercise is your first step into the world of business modeling and decision-making. You’re not just crunching numbersβ€”you’re learning to ask the right questions, analyze the right data, and f…

  3. FraudGaurd FraudGaurd Public

    Jupyter Notebook

  4. Electronics-Store-Sales-Analysis-Using-Python Electronics-Store-Sales-Analysis-Using-Python Public

    Analyzed electronics store sales data using Python and Pandas to identify trends, peak sales periods, and customer purchasing patterns for data-driven insights.

    Jupyter Notebook

  5. Machine_Learning_Alogrithmic_Trading Machine_Learning_Alogrithmic_Trading Public

    algorithmic trading using machine learning, specifically leveraging unsupervised learning techniques. It includes data preprocessing, feature engineering, strategy development, backtesting, and per…

    Jupyter Notebook

  6. Google-Calendar-Clone Google-Calendar-Clone Public

    πŸš€ Built my own Google Calendar Clone β€” using just πŸ’» PHP, JS, JSON & CSS β€” no database required! πŸ” Add, Edit, Delete events πŸ—“οΈ Clean calendar UI πŸ“¦ JSON for storage

    PHP