Driven Data Scientist ready to thrive in demanding digital intelligence processing environments. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology.
Hi, I’m
Ritu Kukreja
Data Scientist
Summary
Overview
5
years of professional experience
1
Certification
Work History
Infosys Ltd
Associate Consultant
03.2022 - 08.2022
Job overview
- Employed Python NLP packages to develop advanced chatbot functionalities for clients, resulting in 80% increase in overall business performance metrics
- Developed and implemented sophisticated relational database model with tables capable of saving over 1200 bot responses daily, streamlining future testing and reference processes by up to 50%
- Conducted comprehensive performance evaluations of bots built using Python NLP packages, identifying areas of improvement, and implementing innovative solutions resulting in 60% reduction in response times
Markytics Pvt. Ltd
Data Scientist
10.2020 - 03.2022
Job overview
- Coordinated end-to-end management of four projects with teams of up to 10 members each, including project planning, risk management and stakeholder communication ensuring timely delivery with average completion rate of 95%
- Conducted exploratory data analysis on large data sets using SQL, identifying areas for process improvement with 90% efficiency, leading to increased productivity
- Developed and deployed 10 machine learning models for finance company using Python and Django, achieving accuracy rate of 95%, resulting in significant improvement in decision-making process
Here Solutions India Pvt. Ltd
Spatial Data Specialist
08.2017 - 04.2019
Job overview
- Analyzed and processed vast database of 10,000 real-world objects imagery to develop AI algorithm, resulting in accuracy improvement of 80% in identifying objects
- Screened and designated attributes to over 1500 miles of road captured by Here Maps™ vehicle, enabling development of robust navigation system for autonomous vehicles
- Conducted regular quality checks on over 4000 miles of processed road data and provided timely feedback to team members, leading to decrease in error rates by 15%
Education
Drexel UniversityPhiladelphia, PA
Master of Science from Data Science
06.2024
University Overview
- 4.0 GPA
- Professional Development: Python, Machine Learning algorithms, Data Acquisition and Pre-Processing, Data Acquisition and Interpretation, Data Analysis, Applied Cloud Computing, Database Management Systems
- Women's Empowerment Member
- International Graduate Student Association Member
- Capstone Project: Pandemic VS Health Adjacent Stock Prices, I worked on Preprocessing Data, Data Visualization and ML modeling
- Capstone Project: Disease Prediction using the National Health and Nutrition Examination Survey, I worked on Preprocessing Data, Data Visualization and ML modeling
- Research Project: Crime Rate Prediction in LA, I explores the use of machine learning algorithms such as K-Means Clustering and Random Forest, to analyze crime data from the city of Los Angeles. The goal of this project is to gain a better understanding of the patterns in crime across Los Angeles and to build predictive models that can be used to identify what type of crime could be committed based on certain parameters
I.T. Vedant Education
Associate of Science from Computer Programming
10.2020
University Overview
- Professional Development: Computer Programming Foundations, Python Development with Machine Learning
- Capstone Project: Notepad, created a notepad app using Tkinter, Python. A custom logo has been added
- Capstone Project: Insurance Claim Status Prediction, I worked on Preprocessing Data, Data Visualization and ML modeling
- Capstone Project: Flying Food Truck Website, created for food truck business created using HTML5, CSS3 and JavaScript
- Capstone Project: News Website, created using Django and provides news from India, Worldwide, Science & Technology, Sports etc. It also features a statistic board displaying COVID-19 cases on the homepage
Vivekanand Education Society's Institute of Technology
Bachelor of Science from Electronics Engineering
05.2017
University Overview
- 3.7 GPA
- Professional Development: Robotics, Digital Image Processing, Analog Integrated Circuit Design, Internet of Things, VLSI Design, Digital Electronics
- Capstone Project: Implementation of Image Fusion Techniques, Results-oriented with expertise in implementing image fusion techniques. Proficient in conducting comprehensive literature reviews, analyzing research papers, and developing algorithms for image fusion. Demonstrated ability to optimize parameters and apply various fusion methods such as Principal Component Analysis, Laplacian Pyramid, and Discrete Wavelet Transform. Strong analytical and problem-solving skills, with a track record of delivering high-quality results. Excellent communication and collaboration abilities, contributing effectively to project discussions and presenting findings
- Research Project: A Research on Intelligent Transportation Systems Worldwide, Area of Research: Intelligent Transportation Systems; Electronics and Information Technology
- Social Responsibility Team (SoRT) Member
Skills
- Data Mining: Python, Django, Python NLP
- Machine Learning: ML Tools Libraries(NLTK, Scikit-learn)
- Data Visualization: Power BI, Microsoft PowerPoint
- Database Management: SQL, PostgreSQL, Amazon S3
- Customer Satisfaction
- Continuous Improvement
- Database Design
Certification
- Introduction to Programming using Python, Microsoft Technology Associate
- Data Science Certification, Internshala
Availability
See my work availability
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Available
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Associate Consultant
Infosys Ltd
03.2022 - 08.2022
Data Scientist
Markytics Pvt. Ltd
10.2020 - 03.2022
Spatial Data Specialist
Here Solutions India Pvt. Ltd
08.2017 - 04.2019
Drexel University
Master of Science from Data Science
I.T. Vedant Education
Associate of Science from Computer Programming
Vivekanand Education Society's Institute of Technology
Bachelor of Science from Electronics Engineering
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