Created a SQL chatbot by integrating Bedrock's Llama with LangChain to dynamically generate SQL queries and deliver relevant responses.I am currently developing an interactive AI chatbot that leverages advanced language models, including Amazon Titan, Llama v2, and other large language models (LLMs). This project focuses on creating a dynamic, user-friendly conversational interface that can efficiently understand and respond to complex queries. By integrating cutting-edge AI technologies, the chatbot aims to enhance user engagement and streamline interactions across various applications.

Real-time Ad Campaign Optimization:Leveraged data-driven insights and state-of-the-art machine learning techniques to enhance the effectiveness of ad campaigns and drive increased revenue. Acquired and extracted data from Aniview and CMCBeacons using APIs.Handled datasets with over 5 million rows, involving EDA to uncover patterns, relationships within the data,data cleaning, outlier handling, data format correction. Calculated CPM and added it as a critical metric to the dataset.Employed data visualization, summary statistics, and hypothesis testing to gain insights into ad campaign performance.Utilized XGBoost for predictive modeling and achieved a low Mean Squared Error (MSE). Implemented a 5-fold cross-validation approach to evaluate model performance and avoid overfitting.Leveraged H2O's AutoML to automate model building processes, selecting the best-performing model for CPM prediction.Employed AutoML tools to automate labor-intensive tasks, including feature engineering and hyperparameter tuning, selecting the best-performing model for CPM prediction.

Data Analysis:Identified two-third of the integrity exceptions using Athena, Redshift by utilizing data analysis to monitor process efficiencies.Reduced up-to 50% of support calls by designing and implementing data pipelines using python pandas for storage and maintenance of customer campaigns.Lead a team of 3 in updating the dashboards using Tableau for the User Interface, resulting in a 50% improvement in data visualization and a two-third increase in user engagement.Developed and integrated machine learning models using TensorFlow and PyTorch libraries, resulting in the improvement in user retention.Customer Data Warehousing:Conducted business analysis for a data warehouse solution, resulting in the improvement of data accuracy and reduction in data processing time. Lead data modeling and testing of program modules to ensure compliance with design specifications, resulting in a decline of decrease in defects and a major increase in program efficiency.Executed SQL queries using SQL Workbench to fulfill business needs and deployments, leading to an enhancement in data quality.Created detailed reports and closed incidents promptly, resulting the downtime and increase in efficiency.Delivered technology solutions to support user needs by performing DDL updates for the required deployments which was done in the production server.Tools Used: Python, Pandas, AWS Services - Athena, Redshift, S3, Lambda, RDS, SQL Workbench, Tableau, Tensor Flow, PyTorch

As a Subject Matter Expert (SME) in Sciences and Maths, I was a part of a global community of experts who are dedicated to helping students achieve their academic goals. In this role, I provided online tutoring and homework help to students from all over the world, using my expertise in these subjects to help them understand complex concepts and achieve success in their coursework.Being a Chegg SME is a unique and fulfilling experience, as it allows me to work from home and connect with students from all corners of the world. It also provides me with the opportunity to hone my own subject matter expertise and communication skills, as I work to explain complex concepts in a clear and concise manner.As an SME in Sciences and Maths, I had the opportunity to support students across a wide range of topics, from algebra and calculus to chemistry and biology. Whether it's helping a student solve a tricky physics problem or explaining the intricacies of organic chemistry, I find it incredibly rewarding to be a part of a student's academic journey.It is a rewarding and fulfilling role that allows me to make a meaningful impact in the lives of students all over the world, and I am grateful for the opportunity to be a part of this global community of experts.

Toastmasters International is a non-profit organization that helps individuals develop their public speaking, communication, and leadership skills. The organization provides members with a supportive and structured environment in which to practice and improve their public speaking and communication skills through regular meetings, workshops, and other events.As the Vice President for Membership at Toastmasters International, I gained extensive experience in membership management and recruitment, as well as event planning and coordination. I was responsible for managing the membership database, coordinating new member orientation sessions, and organizing membership drives and events. In addition, I also provided training and support to new and existing members to help them develop their public speaking and leadership skills.