Shreya Anilkumar
Software Engineer
Mead,CO
Summary
Seeking a dynamic position to contribute to the field of Artificial Intelligence, Machine Learning, Analytics and Programming
Overview
1
1
year of professional experience
Work History
Intern
AMD
6 2022 - 8 2022
- Developed python codes to debug using pytests and generate coverage report to gauge the effectiveness of the developed tests
- Used Jenkins and Docker for automating the continuous integration of tests.
- Documentation of initial project setup and testing side using Confluence and Kanban
Business Analyst
Bridge i2i
01.2018 - 07.2019
- Developed and trained data models based on the business problem and client requirements using Python
- Performed Visualization of Dashboards in Tableau and developed wireframes and dashboards for client presentations
- Detected anomalies using regression and other statistical procedures in python, detected the causes using root cause analysis and provide suitable recommendations based on the business rules provided
- Trained Alexa using Classification algorithms for expanding the scope to corporate level. Implemented Speech-to-Text converter in Python to provide input for Machine Learning layer.
- Developed pricing algorithms to increase net revenue using Monte Carlo approach. Used Nested Logit and Multinomial logit with matrix factorization approaches and optimized pricing architecture by 40%
Education
Master of Science - Computer Science
Colorado State University
Fort Collins, CO 05.2001 -
Master of Science - Information Technology
University of New South Wales
05.2001 -
Bachelor of Science - Electronics And Communications
Amrita School of Engineering
05.2001 -
Skills
Python (Pandas, NumPy, SciPy, Scikit-learn, Matplotlib, TensorFlow, PyTorch, OpenCV)
Machine learning & Neural Networks
Analytics
Debugging
Microsoft Excel
C
SQL
Dashboarding and Visualization
Course Projects
- Developed an obstacle detection system for visually impaired individuals using Raspberry Pi, Neural networks, MobilenetSSD, and the Pi Camera, providing audio feedback for safer navigation.
- Developed an interactive food recipe website with features to add, delete, like, comment, share and recommend a recipe thread using HTML, CSS, Flask, Python, SQL
- Developed a chatbot using IBM Watson for the calculationof ROI. Created backend calculations in python and induced feedback mechanisms.
Timeline
Business Analyst
Bridge i2i
01.2018 - 07.2019
Master of Science - Computer Science
Colorado State University
05.2001 -
Master of Science - Information Technology
University of New South Wales
05.2001 -
Bachelor of Science - Electronics And Communications
Amrita School of Engineering
05.2001 -
Intern
AMD
6 2022 - 8 2022