Hi There!
I'm Ayushe Gangal!

Software Process Engineer @ The MathWorks Inc.,
MS CS @ UMass Amherst with a concentration in Data Science

I'm looking for full-time opportunities in the field of Machine Learning and Data Science.

I have worked as a Research Assistant during my undergrad and have published 6 research articles in the relevant field and also have 2 Indian Patents under my name.


Find out more by downloading my resume :)


Portfolio:

My Projects, Research Papers & Presentations!


Skills & Expertise

Technical Skills

Languages: Python (Major Libraries: Scipy, Numpy, Keras, TensorFLow, PyTorch, OpenCV, Pandas, Matplotlib), R, PostgreSQL, SQL, C++, C, C#, Java, HTML, CSS, JavaScript and Latex

Developer Tools: RStudio, VS Code, Eclipse, Google Colab, XCode, Spyder, Jupyter, Microsoft Azure Machine Learning Studio, Jira Software, Confluence, Kubernetes, Amazon Quickisght, Docker, WordPress

Soft Skills

Outgoing & People Person
Verbal & Written Communication
Critical Thinking & Adaptibility
Leadership & Problem Solving


Education

Sept. 2021 - May 2023

University of Massachusetts Amherst

Master of Science in Computer Science, Data Science concentrahtion

Coursework: Database Design & Impl., Data Science, Making Predictions, Systems for Data Science, Machine Learning, Neural Networks, Statistical Computing, Software Engineering.

Aug. 2017 - May 2021

Guru Gobind Singh Indraprastha University

Bachelor of Technology in Computer Science & Engineering

Coursework: Data Structures, Algorithms Analysis, Operating Systems, Database Management, Programming Languages, Artificial Intelligence


Work Experience

Sept. 2022 - Dec. 2022

Waters Corporation

Software Engineering Intern-Micro Apps

Worked with the Strategic Engineering team to develop proof of concept software targeting Scientific applications relating to the pharmaceutical and medical industries using Computer Vision in Python, and Streamlit for the interface.

Investigated strategies and devised ways to create effective visualizations and extract meaningful information from unintelligible 5-D sparse Multi-indexed (hierarchical indexed) Ion Mobility & Imaging Mass Spectrometry data.

May 2022 - Sept. 2022

Waters Corporation

Software Engineering Intern-Data Trending

Primarily worked on the on-premise Uploader application to upload sensitive biomedical user data from the Empower database to Amazon Redshift.

Utilized C# to extract sensitive biomedical data from tables in the Empower database and wrote them to Apache Parquet format files.

Aug. 2018 - Sept. 2020

G.B. Pant Govt. Engineering College

Research Assistant

Researched on Algorithms and Mathematical Machine Learning, and published 6 research articles in International Journals. Utilized Google Colab and majorly worked on Health Informatics using Python. Major published articles:

∗ Patent: Subway Train Seat Occupancy Detection Via Instance Segmentation With Point Regression For Peri And Post Covid-19 Era (No.: 202111045336; Journal Number: 42/2021)

∗ Patent: GENigma(MayhemNet): Canalizing Stochasticity of Neural Nets into an Insurmountable Encryption Machine (No.: 202011037028; Journal Number: 39/2020)

∗ Intl. J.: WisdomNet: Prognosis of COVID-19 with Slender Prospect of False Negative cases and Vaticinating the Probability of Maturation to ARDS using Posteroanterior Chest X-Rays. In Special Issue of the Journal of Pure and Applied Microbiology (JPAM).


Find the complete published work on my Google Scholar Page!

June 2019 - Sept. 2019

Tech Mile

Software Developer Intern

Assisted in developing Suspicious Activity Detection Software. Implemented algorithms like Image recognition and Object identification on real world data. Performed work-load analysis and performance tuning.