JANHVI RAJYAGURU
@janhvirajyaguru
Data Science Intern at SquadStack
Bhopal, India
Janhvi Rajyaguru is a Computer Science Engineering student at Vellore Institute of Technology with a strong background in data science and machine learning. Currently a Data Science Intern at SquadStack, she has experience in building data pipelines, implementing ensemble learning models, and utilizing GenAI for sentiment analysis. She is a Smart India Hackathon winner with technical proficiency in Python, Java, and SQL.
Experience
Data Science Intern
SquadStack
Model Ideation: Implemented Balanced Bagging Classifier in conjunction with Random Forest algorithms for robust textual and audio classification, leveraging ensemble learning to achieve a cumulative accuracy of 92%. Data Engineering & Preprocessing: Engineered a seamless data pipeline to extract, preprocess, and integrate data from databases into ml pipelines, ensuring 100% smooth training and deployment processes. GenAI Application: Utilized GenAI and LLM for sentiment analysis and pattern recognition, achieving an accuracy rate of 87%, enhancing understanding of nuanced sentiments and intricate patterns within the data.
Vice President
Mozilla Firefox VIT Bhopal
Conducted online technical & soft-skills training impacting over 500 students
Java Developer (Internship)
MPSEDC - State IT Centre Madhya Pradesh
Streamlined Server Requests: Simplified code and reduced site loading time by 15 seconds, making transaction process smoother for government-allotted firms. Improved User Experience: Added new column to website, enhancing visibility and ease of choice without disrupting other sections, through changes to HTML, CSS, JavaScript, and JSP files. Enhanced Website Functionality: Leveraged technical expertise to improve functionality and user experience for mission-critical website, collaborating seamlessly with team members to achieve project goals.
Education
Vellore Institute of Technology, Bhopal
Bachelor of Technology
Computer Science Engineering
Licenses & Certifications
Fundamentals of Data Analytics
Applied Machine Learning
AWS Cloud Practitioner
AWS