Devanshi Mathur
Hillsboro,Oregon
Summary
Motivated and adaptable, I excel in multitasking, swiftly acquiring new skills to address challenges. Proficient in Python and machine learning, I uncover insights from intricate data. With a robust statistical foundation, I drive solutions encompassing predictive modeling, data visualization, and optimization. My adept interpersonal skills complement my dedication to data-driven decisions, fostering innovation across diverse domains.
Overview
4
4
years of professional experience
Work History
Module Engineer
Intel
Hillsboro, Oregon
07.2022 - Current
- Automated real-time updates on tool aborts via Python, reducing response time and improving incident management.
- Led the development and maintenance of dynamic dashboards using Visual Studio and Power BI, providing real-time insights into tool status and performance.
- Utilized advanced SQL and JMP for identifying key trends, enabling data-driven decision-making and proactive issue resolution.
- Designed custom data analysis scripts, streamlining process and reducing manual efforts by 30%.
Sustainability, Research and Investment Intern
Credit Suisse Bank
MUMBAI, MAHARASHTRA
01.2021 - 06.2021
- Automated the data engineering process through Python, saving 6 hr/week of manual work.
- Conducted data cleaning for 20,000+ products using Python libraries (pandas, numpy).
- Efficiently managed employee numbers visiting the office weekly for different departments during peak COVID-19 period.
Research Intern
Indira Gandhi Centre for Atomic Research (IGCAR)
Kalpakkam, Tamil Nadu
05.2019 - 07.2019
- Conducted advanced analysis and modeling of tensile stress-strain behavior for IFAC-1 clad tubes.
- Identified the most suitable mathematical flow equations, Voce and Voce-type, that precisely captured the experimental curves using Origin Pro.
- Discovered two innovative mathematical models, the Asymptotic and Hyperbolic models, which significantly improved the fitting of experimental data.
Education
Master of Science - Mechanical Engineering
University of California, Berkeley
Berkeley, CA07.2022
Bootcamp - Data Science And Visualization
UC Berkeley Extension
Berkeley, CASkills
- Python - Pandas, numpy, scipy
- SQL - Postgres
- NoSQL - MongoDB
- Flask
- Javascript - Leaflet
- Web Scraping - BeautifulSoup
- Machine Learning
- Excel
- ETL
- VBA
- Statistics
- Data Modelling
- Data Analytics
Projects
1) Exoplanets Goldilock Zone and distance analysis through Interactive Dashboards, API Integration, and Web Design
- Led data analysis, API-based live dashboard creation for NASA's Exoplanets Archive to visualize habitable exoplanets' proximity.
- Engineered efficient ETL with SQLite, Flask API, Beautiful Soup and MongoDB integration, optimizing data accessibility and retrieval.
- Designed captivating front-end using JS, HTML, CSS, collaborating across teams to deliver impactful insights.
2) Energy consumption and green house gas (GHG) emission analysis for buildings in SF
- Employed Python, correlation, IQR, p-value and statistical analysis to uncover energy trends in San Francisco buildings.
- Detected substantial energy-floor area negative correlation in residential properties, and strong positive correlation between energy consumption-GHG emission
3) Finite Difference Modeling for Joule Heating in 1D
- Analyzed mesh resolution's impact on accuracy and computational efficiency for Joule heating transient profiles in 1D.
- Optimized processes with genetic algorithms, refining final-time temperature profiles.
Publications
1) Analytical prediction of tool life for tungsten heavy alloys, link: https://shorturl.at/twDQ8
2) Superelastic Behavior of Nitinol Alloy, link: https://shorturl.at/gmoD8
3) R-Phase Transformation in NiTi Alloy Processed by CGP, link: https://shorturl.at/dkny0
4) Severe Plastic Deformation of AA7075 Alloy, link: https://shorturl.at/tAE19
Timeline
Module Engineer
Intel
07.2022 - Current
Sustainability, Research and Investment Intern
Credit Suisse Bank
01.2021 - 06.2021
Research Intern
Indira Gandhi Centre for Atomic Research (IGCAR)
05.2019 - 07.2019
Master of Science - Mechanical Engineering
University of California, Berkeley
Bootcamp - Data Science And Visualization
UC Berkeley Extension