NithishReddy

B.Tech. cse ai and ml

July 2020 - June 2024

Relevant Coursework

• Database Management Systems
• Algorithms & Optimization for Big Data
• Machine Learning

Sparks Foundation

December 2021 - January 2022

Intern

• Collecting and organizing data from various sources, such as databases, spreadsheets, and web analytics tools. Cleaning and processing data to ensure its accuracy and completeness. Analyzing data using statistical techniques, such as regression analysis, time-series analysis, and clustering. Creating visualizations and dashboards to communicate insights from data to stakeholders. Developing predictive models to forecast future trends and identify opportunities for growth. Collaborating with other teams to identify and solve business problems using data-driven insights. In summary, a data analyst plays a crucial role in helping organizations make informed decisions by providing insights from data analysis. They are essential in ensuring that data is accurate, meaningful, and relevant to business goals

Technocolabs

DEC 2022 - JAN 2023

Machine Learning

• DDefine the problem and gather data: Identify the problem that you want to solve using machine learning, define the objectives, and gather relevant data to work on. Explore and clean the data: Understand the data by visualizing and summarizing it, detect anomalies and inconsistencies, and clean it to prepare it for analysis. Prepare the data for modeling: Select features to use in the model, transform categorical data to numerical data, and split the data into training and testing sets. Develop models: Choose the appropriate machine learning algorithm for the problem and the data, and train the model using the training data. Evaluate models: Test the model using the testing data, and evaluate its performance using metrics such as accuracy, precision, recall, and F1-score.

Languages and Databases

Frameworks

Tools