Umashree Hirannaiah Anitha

Umashree H A Associate Analyst- |- Detail-oriented and analytical Data Analyst with hands-on experience in Python, SQL, Power BI, and Excel. Proven track record in cleaning, transforming, and visualizing data to generate actionable insights. Adept at building interactive dashboards and statistical models to support business strategies. Actively seeking a data-driven role to leverage my technical and analytical capabilities to drive organizational impact.  REDWOOD ALGORITHMS 11/2024 – 04/2025 Associate Analyst Worked on data preprocessing, visualization, and reporting to support business decisions. Key Responsibilities: Conducted end-to-end data collection, cleaning, transformation, and analysis using Python (Pandas, NumPy). Created Power BI dashboards to visualize campaign KPIs and performance metrics. Automated reporting in Excel using PivotTables, VLOOKUP, and formulas, reducing manual efforts by 40%. Provided insights into customer trends, helping improve marketing strategies and decision-making.     Technologies Used: Python, Pandas, NumPy, Power BI, Excel, Data Cleaning, Data Visualization, SQL,Client communication, Analytical thinking,Time Management,Problem solving  KARUNADU TECHNOLOGIES PVT LTD 10/2022 – 12/2022 Python Developer Intern Built a loan sanction prediction model using logistic regression to assist financial institutions. Key Responsibilities:  Developed a statistical model to assess loan application approval using historical datasets.  Implemented the backend using Python and frontend with PyQt5 to provide predictions in real-time.  Designed an interactive desktop interface to input user data and display predictions effectively. Technologies Used: Python, Logistic Regression, PyQt5, Data Analysis, Model Evaluation, GUI Development, SQL,Documentation,Team Collaboration.      Programming & Analytics: Python, Java (Intermediate),SQL, Excel (Advanced), Power BI. Libraries & Tools: Pandas, NumPy, Seaborn, Scikit-learn, Matplotlib. Databases: MySQL, SQLite. Web & Backend: Django, PyQt5, HTML, CSS, JavaScript. Platforms: AWS, Jupyter Notebook, Git, VS Code.  Mobile Price Analysis using Python * * * * Conducted Exploratory Data Analysis (EDA) to uncover patterns affecting mobile prices and customer preferences. Performed data cleaning, feature engineering, and applied regression models to predict price categories. Created correlation heatmaps and distribution plots to visualize key price-impacting features. Tools & Libraries: Pandas, NumPy, Seaborn, Matplotlib, Scikit-learn LINK: https://github.com/UmashreeHA/MOBILE-PRICE-REPORT  Little Lemon Cafe Order Management System (REST APIs) * * * * Built APIs to streamline online order management and data handling for multiple user roles. Designed analytical endpoints for order history, customer trends, and menu performance. Prepared backend modules to extract and log structured data for performance insights. Technologies: Django, MySQL, REST APIs, SQL for Data Extraction & Transformation LINK: https://github.com/UmashreeHA/Tech-stack/Little Lemon Cafe Online Order Management System using REST APIs  Cafe Website using Django Web Framework * * * * Converted a static HTML site into a dynamic, scalable web application with Django and SQLite Integrated backend reporting modules for analyzing menu performance and user interaction logs. Provided insights into most-ordered items and time-based trends through backend queries. Technologies: Django, SQLite, Python, HTML/CSS, Data Querying with SQL . LINK: https://github.com/UmashreeHA/LittleLemon  Memory Game using Python * * * * Designed a card-based logic game to test memory through card-matching algorithms. Collected and analyzed gameplay metrics such as average moves, match frequency, and completion time. Used data insights to improve game logic for enhanced user engagement. Tools: Python, Data Logging, Basic Metrics Analysis LINK: https://github.com/UmashreeHA/Tech-stack/blob/main/memory - Bachelor of Commerce (BCom) 7.9 CGPA Master of Computer Applications (MCA) 84%     AWS Cloud Technology Consultant – Amazon Web Services Meta Back-End Developer – Meta Django Web Framework – Meta APIs & Version Control – Meta  LinkedIn https://www.linkedin.com/in/umashree-ha/  Github https://github.com/UmashreeHA -