Radhika Agarwal
San Jose,CA
Summary
Ph.D. in Mathematics with statistics, optimization, and reliability of models as focus areas. Seeking a full-time position that offers professional growth. Organized and dependable candidate successful at managing multiple challenges and attention to detail with a positive attitude.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Data Science Trainee
07.2023 - 10.2023
- Course Project: FoodHub Order Analysis.
- Elective Project: Potential Customers Prediction.
- Capstone Project: Loan Default Prediction.
- Applied appropriate data science techniques to solve business problems.
- Used Python for managing and analyzing large data sets to identify trends and patterns in customer behaviors.
- Created data visualization graphics, translating complex data sets into comprehensive visual representations.
Research Scholar
Amity University
07.2019 - 04.2023
- Created mathematical models on unreliable server queueing systems for discrete and continuous time frames.
- Conducted intense research in the cost optimization of the queueing models and studied the reliability of such models.
- Developed nature-inspired algorithms for solving the queueing and statistical models, including optimization problems.
Education
Ph.D. - Mathematics And Statistics
Amity University
Noida, UP, India11.2023
Master of Science - Applied Mathematics
Amity University
Noida, UP, India.07.2018
Bachelor of Science - Mathematics
Jesus And Mary College
Delhi, India06.2016
Skills
- Research and Data Management
- Cost Optimization
- Mathematical and Statistical Modeling
- MATLAB and Python
- Understanding of ML, AI, and Deep Learning
- Predictive Models
Certification
- Certified with Applied Data Science Program: Leveraging AI for Effective Decision-Making, from MIT Professional Education (Oct-2023).
- Presented a paper titled "Study on Optimization of Unreliable Server Queueing Systems: A PSO Based Survey'' at the International Conference on Scientific and Natural Computing (SNC-2021).
- Presented a paper titled "Estimation of optimal cost and waiting time for unreliable M/G/1 retrial model using MOGA'' at the International Conference on Mathematical Sciences (ICMS-2021)
Personal Skills
- Teamwork
- Creativity
- Interpersonal communication
- Writing proficiency
- Time management
- Active listener
- Leadership
- Ability to prioritize workload.
Accomplishments
Published research papers in various International journals of high repute include,
- 'Optimization of a Stochastic Model having Erratic Server with Immediate or Delayed Repair', Annals of Operational Research (Springer Publication)
- 'Analysis of Bulk Arrival Recurrent Queue with Active and Passive Breakdowns', Iranian Journal of Science (Springer Publication)
- 'Cost Optimality of an erratic Geo^X/G/1 Retrial Queue under J-vacation scheme using Nature Inspired Algorithms', International Journal of Industrial and Systems Engineering (IJISE) (Inderscience Publication)
- 'Cost optimization of a heterogeneous server queueing system with working breakdown using PSO', International Journal of Mathematics and Operational Research (IJMOR) (Inderscience Publication)
- 'Queueing and Reliability Analysis of Unreliable Multi-server Retrial queue with Bernoulli feedback', Carpathian Journal of Mathematics (Sinus Association)
Hobbies
- Tennis
- Dancing
- Cooking
- Hiking/Cycling
- Exploring new places
Timeline
Data Science Trainee
07.2023 - 10.2023
Research Scholar
Amity University
07.2019 - 04.2023
Ph.D. - Mathematics And Statistics
Amity University
Master of Science - Applied Mathematics
Amity University
Bachelor of Science - Mathematics
Jesus And Mary College