Transforming raw data into actionable insights through advanced analytics and machine learning. Specialized in cloud-based data solutions using Python, SQL, AWS, and visualization tools. Passionate about solving real-world problems with data-driven approaches.
View My Work
I'm Monisha A, a data-driven professional based in Bengaluru, India with an MCA from Kristu Jayanti College. I specialize in extracting actionable insights from complex datasets using advanced analytics and machine learning techniques.
My expertise spans Data Analysis, Data Science, Data Engineering, and Cloud Computing. I'm proficient in Python, SQL, Pandas, NumPy, and Data Visualization tools to build end-to-end data pipelines, develop predictive models, and create interactive dashboards that drive business decisions.
I'm actively seeking opportunities in Data Analytics, Data Science, Data Engineering, or Cloud Computing roles where I can leverage my technical expertise to deliver impactful solutions and contribute to organizational growth.
Analyze structured and unstructured datasets using Python, SQL, and Excel to uncover patterns, trends, and actionable insights. Create data-driven strategies for business intelligence and performance optimization.
Build and deploy machine learning models using Python, TensorFlow, and Scikit-learn. Expertise in predictive modeling, classification, and deep learning for solving complex real-world problems with 97%+ accuracy.
Design and implement scalable data pipelines and ETL processes. Work with cloud databases, data warehouses, and big data technologies to ensure data quality, consistency, and accessibility across organizations.
Deploy and manage data-driven applications using AWS services (EC2, S3, RDS, Lambda). Build scalable cloud infrastructure for analytics, machine learning, and data storage solutions.
Create interactive and insightful dashboards using Power BI, Tableau, and Python libraries (Matplotlib, Seaborn, Plotly). Communicate complex data stories to stakeholders effectively.
Full-stack web application development using React.js and Node.js. Build data-intensive applications with MySQL database integration for end-to-end data solutions and user-facing analytics platforms.
Python
SQL
Pandas
NumPy
Matplotlib
Power BI
Excel
AWS
Machine Learning
MySQL
React.js
JavaScript
HTML
CSS
Git
GitHub
Data-driven projects showcasing analytics, machine learning, and cloud solutions
Designed and deployed a scalable cloud architecture using AWS services. Implemented EC2 for compute, S3 for storage, RDS for database, and Application Load Balancer for traffic distribution. Ensured secure access using IAM and monitored performance with CloudWatch.
Built a machine learning model to predict total food delivery bill based on order details such as number of items, price, discount, distance, and customer data. Performed data preprocessing, feature engineering, and model evaluation using RMSE, MAE, and R² and deployed an interactive prediction app using Streamlit.
Developed a Linear regression model to estimate fish weight using physical measurements like length, height, and width. Applied data preprocessing and model evaluation techniques and deployed an interactive prediction app using Streamlit.
Analyzed customer shopping data using Python, Pandas, and SQL to identify purchasing patterns and segmentation. Built an interactive Power BI dashboard to visualize trends, customer retention, and sales insights.
Advanced deep learning project using Python, TensorFlow, and Keras to classify Indian currency notes as real or fake. Implemented CNN architecture with image preprocessing and achieved 97% model accuracy.
Comprehensive web-based system for managing vehicles, drivers, and trip bookings. Built with React.js, Node.js, and MySQL. Features real-time tracking and data analytics dashboard for fleet optimization.
Full-stack platform using React, Node.js, and MySQL for creating campaigns, processing donations, and tracking real-time funding. Features secure authentication and admin analytics dashboard.
Dynamic PHP & MySQL web application with comprehensive database design. Features shopping cart, order management, and detailed transaction analytics for business insights.
End-to-end food delivery platform with React.js frontend, Node.js backend, and MySQL database. Includes product listing, user authentication, order management, and sales analytics dashboard.
Let's discuss data solutions and opportunities