Om Simha Reddy Singareddy

Experienced in data analysis principles and passionate about problem-solving, I possess a solid understanding of statistical methods and proficiency in analytical tools like Python and Excel. Ready to utilize and enhance these skills in the desired position, aiming to contribute to data-driven decision-making and continuous improvement.

• Microsoft Azure AI Fundamentals
• AWS Cloud Foundations
• PHP & MY SQL at IIT Bombay
• Preparing Data for Analysis with Microsoft Excel
• Data Analysis with R Programming
• Tools for Data Science
• Introduction to Business Analytics
• Harnessing the Power of Data with Power BI

• Capstone Project: House Property Sales Price Prediction, This project focused on predicting house sales prices using machine learning techniques. Responsibilities included cleaning and preprocessing data, feature engineering, and training machine learning models to achieve accurate predictions. Various regression algorithms were evaluated to optimize performance and ensure reliable price forecasting.
• Crop Prediction, Machine Learning, 01/22, 05/23, Led development of crop prediction model for agriculture project, Integrated diverse datasets for biotic and abiotic factors, Specialized in analyzing anthropogenic variables and environmental pollutants, Achieved accurate predictions of crop yield variations, Applied advanced statistical and machine learning techniques

In the House Property Sales Price Prediction project, I focused on transforming raw data into actionable insights through comprehensive preprocessing and feature engineering. By introducing impactful features such as Total Rooms and Price per Square Foot, I helped uncover hidden patterns in the dataset, resulting in a substantial accuracy improvement from 67% to 96.28%. My work demonstrated how thoughtful data preparation and engineering can elevate a machine learning model's performance to meet ambitious goals.