Janvi Patel Email and Phone Number

CSCI 6409: Process of Data Science

CSCI 3151: foundation of machine learning

CSCI 5100 – Communicating Computer Science IdeasCSCI 1107 – Social ComputingResponsibilities: ● Coach students on course concepts and provide additional feedback on assignments.● Organize and assist student groups, monitor progress participation, and attend weekly meetings.● Contribute to the course curriculum with ideas, observations, and research.

CSCI 5308 - Advanced topics in Software DevelopmentResponsibilities:● Report to the course instructor and Monitor student group projects.● Provide students with additional technical support and instruction.● Prepare and deliver weekly synchronous Labs. ● Evaluate students' assignments and projects.

Research and Development of automatic anomaly detection algorithms and find reasons for the anomaly, contribution to the anomaly, the trend of anomalies, and the effect of predictors on anomaly targets.

Research and Development of predictive analysis software - 'Smarten' using machine learning and data science techniques. Smarten Insight provides predictive modeling capability and auto-recommendations and auto-suggestions to simplify use and allow business users to leverage predictive algorithms without the expertise and skill of a data scientist. Through which understanding data science will be easier to understand for business users working as citizen data scientists. Worked with an assisted… Show more Research and Development of predictive analysis software - 'Smarten' using machine learning and data science techniques. Smarten Insight provides predictive modeling capability and auto-recommendations and auto-suggestions to simplify use and allow business users to leverage predictive algorithms without the expertise and skill of a data scientist. Through which understanding data science will be easier to understand for business users working as citizen data scientists. Worked with an assisted predictive model for various business functions like customer support, machine maintenance, marketing campaign, etc. Show less

Worked on Evaluation of parallel PCA algorithms using CUDA Programming and multiprocessing concepts on satellite images’ – Quality and performance comparison of 3 different algorithms of PCA using Python language and GPU implementation of best among them using CUDA platform using C language.

Developed Software: ‘Gratuity’- Donor Management System: which will be helpful to manage the donor’s details, analyze the same for research and developed strategy for fundraising from.The Software Stores database of donor’s, provide various ways of filtering the details, Auto generates thanking letter, Receipt generator, Analysis of database using graphical representation, birth date reminder etc