Shrutam Parmar

Experienced software engineer skilled in software technologies, operating systems, web development, software development, database systems, and software security including ethical hacking and networking. Adaptable, result-driven, and committed to delivering exceptional quality within tight deadlines. Possessing technical expertise in hardware and software domains, with traits like diligence, pressure handling, and ingenuity to effectively solve real-time problems.

Certified Cyber Warrior

Sentiment Analysis Using Twitter Data

Developed a Machine Learning model capable of accurately classifying sentiments expressed in tweets. The sentiment analysis task involved processing the emotional content using established Natural Language Processing (NLP) standards. To achieve robust classification results, state-of-the-art Deep Learning models, namely LSTM and BERT, were employed. Through this endeavor, I have demonstrated proficiency in leveraging advanced techniques to extract meaningful insights from textual data and accurately categorize sentiments expressed in social media content. 

Northwind Sales Analysis

Conducted a comprehensive analysis of the annual sales performance of the esteemed Northwind company, while also evaluating its shipment success rate. To facilitate this analysis, I designed a robust data warehouse utilizing a snowflake schema, effectively defining dimension and fact tables using SQL within the SQL Server Management Studio (SSMS) environment. The data extraction, transformation, and loading (ETL) processes were seamlessly executed using SQL Integration Services (SSIS), ensuring the accurate and efficient transfer of data. Subsequently, the data was further analyzed within the SQL Server Analysis Services (SSAS) environment, enabling in-depth insights and facilitating informed decision-making for the organization. This professional approach to data management and analysis ensures a solid foundation for evaluating and optimizing the Northwind company's sales and shipment performance.